{"id":"W2054184229","doi":"10.1080/00222895.2012.746560","title":"On Mechanisms, Methods, and Measures: A Response to Guagnano, Rusconi, and Umiltà","year":2013,"lang":"en","type":"article","venue":"Journal of Motor Behavior","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; University of Toronto","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada","keywords":"Scholarship; Christian ministry; Research council; Library science; Graduate students; Graduate research; Engineering research; Sociology; Psychology; Political science; Pedagogy; Computer science; Law; Philosophy; Government (linguistics)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001025386,0.0001209648,0.0002184854,0.0002456679,0.0003004388,0.0001839052,0.0001666492,0.00003672887,0.0005647719],"category_scores_gemma":[0.0001622172,0.00009168433,0.00006011522,0.00002378149,0.0002009483,0.0003683481,0.000033697,0.0001677046,0.0000272487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004257614,"about_ca_system_score_gemma":0.00004415022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005829467,"about_ca_topic_score_gemma":0.00002418234,"domain_scores_codex":[0.9989918,0.0001479755,0.0002788643,0.0001431956,0.0002836665,0.0001544521],"domain_scores_gemma":[0.9991493,0.0001508623,0.0001582815,0.0001196704,0.0001781951,0.000243735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00132275,0.0004199655,0.00005786219,0.00002480378,0.00003820122,0.0001095681,0.03454173,7.933049e-7,0.7885993,0.09751911,0.00892335,0.0684426],"study_design_scores_gemma":[0.004404782,0.01977221,0.04625707,0.0008104903,0.0006011483,0.0007657869,0.01150067,0.00002544795,0.01447154,0.122351,0.7773814,0.001658424],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954788,0.0004530508,0.0001543218,0.001885968,0.0005892916,0.0002448991,0.00001161814,0.00001180126,0.001170255],"genre_scores_gemma":[0.9865375,0.00002643147,0.009989141,0.001007717,0.0002164687,0.00002427688,1.046647e-7,0.00001406779,0.002184356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7741277,"threshold_uncertainty_score":0.6183856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05466522795807426,"score_gpt":0.2973503597212891,"score_spread":0.2426851317632149,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}