{"id":"W7117894640","doi":"10.33137/js.v6i.46705","title":"Methods and Question Relevance","year":2025,"lang":"en","type":"article","venue":"Scientonomy Journal for the Science of Science","topic":"Philosophy and Theoretical Science","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Relevance (law); Relation (database); Mechanism (biology); Questions and answers; Relevance theory","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0380498,0.001039224,0.001140049,0.007034548,0.005080406,0.01076846,0.002427601,0.00479511,0.01590662],"category_scores_gemma":[0.08157411,0.0009155688,0.001632726,0.00356244,0.04209132,0.02405336,0.01323977,0.00494035,0.002577004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005245384,"about_ca_system_score_gemma":0.003386246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009691119,"about_ca_topic_score_gemma":0.0007934607,"domain_scores_codex":[0.9528875,0.03167496,0.002532791,0.005565786,0.006401307,0.0009376745],"domain_scores_gemma":[0.9212683,0.058965,0.002719482,0.01240046,0.003891684,0.0007550189],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002367761,0.00001282433,0.0003375843,0.0002120599,0.00001187122,0.00004495999,0.004341743,0.0001775689,0.0002628909,0.9739082,0.0007197012,0.01994705],"study_design_scores_gemma":[0.00001588291,0.00001820329,0.0002144214,0.0001773264,0.000008695022,0.0001191772,0.0008374363,0.0003677674,0.0004618755,0.9530678,0.04469695,0.00001455988],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01550981,0.01009571,0.6600795,0.02338668,0.0009449702,0.0008236774,0.0003549265,0.0005780932,0.2882265],"genre_scores_gemma":[0.6180169,0.004453357,0.3394119,0.004910782,0.001545729,0.002129893,0.0005882054,0.0005501588,0.02839302],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9619502,"threshold_uncertainty_score":0.201229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03430468049028115,"score_gpt":0.457965614868062,"score_spread":0.4236609343777809,"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."}}