{"id":"W2053535480","doi":"10.1080/13811110213119","title":"Research Methods: A History of Some Important Strands","year":2002,"lang":"en","type":"article","venue":"Archives of Suicide Research","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Simple (philosophy); Naturalism; Work (physics); Epistemology; Positivism; Psychology; Philosophy; Thermodynamics; Physics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1117533,0.001736404,0.002609937,0.01547801,0.004816927,0.01336173,0.003496017,0.006362751,0.007810134],"category_scores_gemma":[0.1009105,0.001622345,0.001035753,0.01506984,0.03794775,0.01564302,0.007134194,0.01502335,0.003826886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008970863,"about_ca_system_score_gemma":0.009458427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003369034,"about_ca_topic_score_gemma":0.002975334,"domain_scores_codex":[0.9305036,0.0505908,0.005677301,0.002921286,0.009712213,0.0005947091],"domain_scores_gemma":[0.7297859,0.2449598,0.002883721,0.008685666,0.01189782,0.001787155],"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":[0.00007544134,0.0001823586,0.0007375699,0.00397006,0.00006247415,0.0001477002,0.007415866,0.0002912818,0.0001975597,0.6317708,0.03849571,0.3166533],"study_design_scores_gemma":[0.00003254598,0.0001057206,0.0007596433,0.01230053,0.0000189131,0.0002030447,0.001711304,0.0002900426,0.000233825,0.2858152,0.6984538,0.00007537824],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007913242,0.7580677,0.1006659,0.08179449,0.008193117,0.0008960143,0.0002795402,0.0001741866,0.04913781],"genre_scores_gemma":[0.0238858,0.6835817,0.2208054,0.03534263,0.01592183,0.005419899,0.0003013242,0.0005350019,0.01420639],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8882467,"threshold_uncertainty_score":0.591015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.659203506318384,"score_gpt":0.5826893424439475,"score_spread":0.07651416387443644,"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."}}