{"id":"W1670617890","doi":"10.2345/0899-8205(2005)39[412:actc]2.0.co;2","title":"A Chance to Contribute","year":2005,"lang":"en","type":"article","venue":"Biomedical Instrumentation & Technology","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Computer science","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":[0.007623598,0.001537369,0.001614765,0.001831486,0.01254189,0.02072562,0.001883539,0.01174411,0.2826774],"category_scores_gemma":[0.03523744,0.0007362896,0.001232391,0.0008329251,0.003681703,0.008926895,0.02546933,0.01787387,0.2546788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001937139,"about_ca_system_score_gemma":0.01499551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001158691,"about_ca_topic_score_gemma":0.00325921,"domain_scores_codex":[0.9888509,0.002358519,0.0004511636,0.0009484085,0.00440175,0.00298934],"domain_scores_gemma":[0.8768598,0.002372477,0.002312958,0.003811962,0.01331583,0.101327],"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":[0.00008172991,0.0002723216,0.001504069,0.00008655729,0.00002377741,0.0004804988,0.0006734055,0.00006446392,0.001140834,0.007739007,0.9621785,0.02575485],"study_design_scores_gemma":[0.00004901924,0.00009209876,0.001285168,0.0001009828,0.00001133691,0.0005108037,0.002402007,0.00009482873,0.0001699643,0.006480059,0.9887685,0.00003536584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006498633,0.004051566,0.00441066,0.5890864,0.2131706,0.0006478095,0.0004867418,0.001042618,0.1806051],"genre_scores_gemma":[0.02090718,0.001425832,0.00199422,0.1348063,0.02209556,0.0004601248,0.000327961,0.0003086907,0.817674],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2826774,"threshold_uncertainty_score":0.94565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03980750986603899,"score_gpt":0.3903314957038224,"score_spread":0.3505239858377834,"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."}}