{"id":"W4408733561","doi":"10.63485/d04st-hp96","title":"Call to strengthen Canadian commitment to OA","year":2008,"lang":"en","type":"preprint","venue":"","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.01552083,0.001058666,0.001195363,0.002953092,0.02446664,0.01635003,0.003465228,0.01830198,0.09913991],"category_scores_gemma":[0.04307246,0.0006939525,0.001651975,0.003369317,0.008735114,0.008605836,0.01085717,0.01627538,0.01203745],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06976633,"about_ca_system_score_gemma":0.4176985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9623048,"about_ca_topic_score_gemma":0.9726193,"domain_scores_codex":[0.9769936,0.001897418,0.0006130787,0.001566329,0.01107696,0.007852632],"domain_scores_gemma":[0.8951249,0.004750962,0.0009370848,0.00275695,0.04319221,0.0532379],"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":[0.00004345685,0.00002809137,0.0005860918,0.00008230122,0.00001343522,0.000105071,0.0003649409,0.00006943298,0.0001469936,0.02136782,0.9656416,0.01155086],"study_design_scores_gemma":[0.00003790206,0.00001864311,0.002118113,0.000191503,0.00001693251,0.00005818873,0.001437937,0.00007868304,0.0001112189,0.003337868,0.9925396,0.00005347566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001652064,0.003497759,0.0005200492,0.914025,0.01235443,0.00009410769,0.0007624304,0.0002092337,0.0668849],"genre_scores_gemma":[0.04322081,0.005372852,0.004729541,0.5098063,0.003577291,0.0001933389,0.001187939,0.0004432609,0.4314686],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9965348,"threshold_uncertainty_score":0.5061925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.338632196057907,"score_gpt":0.4910165987596753,"score_spread":0.1523844027017684,"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."}}