{"id":"W7126490118","doi":"","title":"Constraints and Language","year":2014,"lang":"en","type":"article","venue":"RUCforsk (Roskilde University)","topic":"Philosophy and Theoretical Science","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001132199,0.0006246105,0.0005987053,0.001173796,0.002076,0.004660588,0.0007577593,0.001467304,0.02818993],"category_scores_gemma":[0.003765571,0.0004649424,0.00038116,0.001372589,0.007372721,0.009404572,0.002442114,0.002418567,0.003706761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002223981,"about_ca_system_score_gemma":0.001234939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004942247,"about_ca_topic_score_gemma":0.004845228,"domain_scores_codex":[0.9988439,0.0005465255,0.00006660959,0.0002832051,0.0001582058,0.0001015545],"domain_scores_gemma":[0.9985932,0.0008703386,0.00008654242,0.0002070354,0.0001899553,0.00005295204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002791712,0.00001089788,0.0001538143,0.00007570907,0.0000100355,0.00005624192,0.001743606,0.0001851611,0.0002213386,0.9714325,0.008918663,0.01716415],"study_design_scores_gemma":[0.00001616624,0.000006430137,0.0003814438,0.00008198104,0.00001175232,0.0001056147,0.0006161398,0.0002547484,0.0002123573,0.9018682,0.09642979,0.00001538025],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03737716,0.02735442,0.03665802,0.03114959,0.0008377733,0.00003119769,0.0007919149,0.0002857252,0.8655142],"genre_scores_gemma":[0.8663185,0.009122939,0.01272769,0.002002642,0.0009095487,0.0001053108,0.0009696602,0.0006687029,0.1071751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02818993,"threshold_uncertainty_score":0.09430468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006071474752333325,"score_gpt":0.2216822017848731,"score_spread":0.2156107270325398,"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."}}