{"id":"W4396858705","doi":"10.15173/ijsap.v8i1.5682","title":"power of introspection","year":2024,"lang":"en","type":"article","venue":"International Journal for Students as Partners","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University","funders":"","keywords":"Introspection; Power (physics); Computer science; Psychology; Cognitive psychology; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.04206693,0.001494422,0.001009279,0.004068236,0.007689252,0.01350225,0.00299449,0.00316149,0.007801459],"category_scores_gemma":[0.1497367,0.0008017386,0.001130321,0.001582183,0.05027262,0.01570328,0.02017544,0.009236988,0.002058598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00361289,"about_ca_system_score_gemma":0.005706575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001120159,"about_ca_topic_score_gemma":0.0006039908,"domain_scores_codex":[0.914533,0.05641141,0.001991651,0.008699785,0.01512721,0.003236888],"domain_scores_gemma":[0.8560485,0.08335622,0.007372753,0.03290163,0.01679539,0.003525521],"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":[0.0001421187,0.00007740624,0.003286448,0.0003432136,0.00007938877,0.0005989519,0.2705998,0.0004642612,0.001832373,0.6652796,0.007911877,0.04938457],"study_design_scores_gemma":[0.00009026307,0.0001920045,0.001846254,0.0009584718,0.00008122657,0.001279479,0.07075475,0.002599672,0.00372135,0.6724526,0.2459217,0.0001023193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1177629,0.002780702,0.2382473,0.03634879,0.003039604,0.0006053396,0.000169604,0.001082671,0.5999631],"genre_scores_gemma":[0.9504081,0.0005714861,0.02041275,0.005278466,0.0007793593,0.0005891446,0.0001267275,0.0006537632,0.02118019],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04206693,"threshold_uncertainty_score":0.2224739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05116725661053971,"score_gpt":0.4704454207158302,"score_spread":0.4192781641052905,"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."}}