{"id":"W7132241817","doi":"","title":"McMaster University, Hamilton, ON","year":2005,"lang":"","type":"other","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005595472,0.001196795,0.0009334997,0.002002794,0.004957576,0.005117906,0.002150311,0.002255991,0.8569767],"category_scores_gemma":[0.002183839,0.00102904,0.0008657467,0.003779842,0.001103663,0.001418527,0.001512108,0.001839619,0.6912057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006343603,"about_ca_system_score_gemma":0.01207198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3297756,"about_ca_topic_score_gemma":0.7119691,"domain_scores_codex":[0.9992736,0.00004618502,0.00002145903,0.00010835,0.0003478031,0.0002026256],"domain_scores_gemma":[0.998562,0.0001645173,0.00003678777,0.0002123962,0.0006327195,0.0003915787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006273935,0.00003479691,0.0002441557,0.000126072,0.000005481947,0.00006355941,0.00005543878,0.00008135718,0.0001633818,0.003060152,0.9580499,0.03805304],"study_design_scores_gemma":[0.00004677454,0.00002827056,0.002581521,0.0001641826,0.00001328355,0.00005400625,0.0001632175,0.0001054412,0.0003505251,0.001294745,0.9951836,0.00001437365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006400849,0.0004162858,0.0002220024,0.0009680135,0.0002506194,0.00009628184,0.009372146,0.0006541065,0.9873805],"genre_scores_gemma":[0.0009651852,0.0002678072,0.0001315682,0.0001305641,0.00001836722,0.00001310861,0.001138264,0.000138206,0.9971969],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3297756,"threshold_uncertainty_score":0.6557121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01466373276386787,"score_gpt":0.2204031518165503,"score_spread":0.2057394190526825,"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."}}