{"id":"W2534860381","doi":"10.20982/tqmp.12.3.p152","title":"The Companion paper as a complement to regular papers","year":2016,"lang":"en","type":"article","venue":"The Quantitative Methods for Psychology","topic":"Narrative Theory and Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Complement (music); Computer science; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00369842,0.0001777449,0.0002777296,0.00006408025,0.001256258,0.00006401713,0.0004583525,0.00002663729,0.002353274],"category_scores_gemma":[0.0006654062,0.00006997205,0.0002027881,0.00007848283,0.0009778922,0.00007591549,0.00005129578,0.00008233244,0.0002848458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002225961,"about_ca_system_score_gemma":0.0000147194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002101366,"about_ca_topic_score_gemma":0.0002011727,"domain_scores_codex":[0.9967812,0.0021546,0.0003173631,0.0003038923,0.0001000897,0.0003428796],"domain_scores_gemma":[0.9948093,0.004328941,0.0001452016,0.0004598509,0.0001815091,0.00007517382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003526796,0.00003241952,0.000003336901,0.000002303553,0.0002139472,2.672223e-7,0.01382777,6.09604e-7,0.02127412,0.8941294,0.008743675,0.0614195],"study_design_scores_gemma":[0.0003421114,0.0004780413,0.00004148413,0.00001065781,0.00004428087,0.00000120204,0.008508584,0.000005962311,0.0004872048,0.3428877,0.6470941,0.00009865606],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01767717,0.001098382,0.5726062,0.2402208,0.00260109,0.002068161,0.0001391224,0.0001403025,0.1634488],"genre_scores_gemma":[0.5021657,0.0005034507,0.2653382,0.0705606,0.002256877,0.002467639,0.00004455867,0.0002415013,0.1564215],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6383504,"threshold_uncertainty_score":0.9985587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1603405877656444,"score_gpt":0.4881687512628067,"score_spread":0.3278281634971623,"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."}}