{"id":"W4411617384","doi":"10.51847/xt12qsb","title":"10.51847/xt12QSB","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diverse Approaches in Healthcare and Education Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commercialization; Business; Marketing","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":[0.001702115,0.0013424,0.0008174314,0.003208543,0.001786631,0.003518724,0.001099506,0.003137728,0.973335],"category_scores_gemma":[0.002276153,0.0004855248,0.0007730769,0.002323312,0.001085596,0.00257654,0.003075628,0.001463516,0.9712252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177795,"about_ca_system_score_gemma":0.001131234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005645128,"about_ca_topic_score_gemma":0.004643964,"domain_scores_codex":[0.9989148,0.0001548422,0.0001104606,0.0002363859,0.0003882197,0.0001952753],"domain_scores_gemma":[0.9970748,0.0006210178,0.0001401498,0.0003768134,0.00109722,0.0006900086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003116601,0.0004315527,0.00310054,0.0003333969,0.00001878031,0.000334806,0.0002070537,0.0002426355,0.002931009,0.006140182,0.2764886,0.7094596],"study_design_scores_gemma":[0.00007165505,0.0001425559,0.003725485,0.0003458236,0.00001451664,0.0005081312,0.000265295,0.0003679734,0.0006946811,0.001430267,0.9924071,0.00002650878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00265505,0.0003812475,0.001570452,0.001122825,0.0006291015,0.0001540308,0.001481644,0.001298663,0.9907069],"genre_scores_gemma":[0.003704831,0.0001861515,0.001061847,0.0004162038,0.00009404506,0.00006815178,0.001066771,0.0002651117,0.9931369],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02666497,"threshold_uncertainty_score":0.03803426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04044263435310996,"score_gpt":0.2723702989645257,"score_spread":0.2319276646114157,"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."}}