{"id":"W2324631007","doi":"10.7748/ns.28.40.27.s31","title":"Sit this one out","year":2014,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002037937,0.0001081638,0.0001976296,0.0001155808,0.0009673586,0.0000364389,0.0001982432,0.00014628,0.005409416],"category_scores_gemma":[0.001534395,0.0001067842,0.00004038187,0.0001664684,0.0001267001,0.0002196396,0.000036426,0.0007544172,0.004455648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009516994,"about_ca_system_score_gemma":0.0006045079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001098875,"about_ca_topic_score_gemma":0.00003024115,"domain_scores_codex":[0.9975781,0.0006313894,0.0002937554,0.0002637138,0.0006766332,0.0005564032],"domain_scores_gemma":[0.998449,0.0004386849,0.0001309317,0.0004492254,0.0003320375,0.0002001257],"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":[0.0007737203,0.0004975473,0.1088785,0.0002730764,0.00005197518,0.000002769179,0.05070934,0.000001742099,0.001833568,0.02236334,0.4579298,0.3566846],"study_design_scores_gemma":[0.001012534,0.0001922373,0.05736043,0.0005755207,0.00003581846,0.000002019998,0.004663937,0.00006412806,0.0004342493,0.007940965,0.927523,0.0001952092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1328438,0.0002961099,0.004765159,0.02539414,0.004500523,0.0007213955,0.00004235005,0.0002500408,0.8311865],"genre_scores_gemma":[0.9223965,0.0000445568,0.002130157,0.00259311,0.001393529,0.00006993867,0.00003879941,0.00007176531,0.07126164],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7895527,"threshold_uncertainty_score":0.9963195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1130742753049173,"score_gpt":0.5353732691601436,"score_spread":0.4222989938552263,"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."}}