{"id":"W4401121455","doi":"10.3998/circus.6444","title":"Orientation","year":2024,"lang":"en","type":"article","venue":"Circus Arts Life and Sciences","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Circus School","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001420295,0.0004845936,0.000286563,0.001037403,0.002946474,0.005877682,0.0009841284,0.001371698,0.3328124],"category_scores_gemma":[0.005105294,0.0002198758,0.0003188183,0.0007851267,0.001155095,0.002792092,0.003025902,0.002278405,0.1962595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00220411,"about_ca_system_score_gemma":0.0037916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005957578,"about_ca_topic_score_gemma":0.007301237,"domain_scores_codex":[0.9982956,0.0003077316,0.00003840137,0.0003224778,0.0006853542,0.0003504175],"domain_scores_gemma":[0.9974917,0.0002161771,0.00008583397,0.0003218803,0.001157981,0.0007264186],"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":[0.00009007895,0.0001259845,0.001071863,0.00005381384,0.000003117973,0.00008824018,0.002003044,0.00003557214,0.0007530493,0.4463962,0.463388,0.08599111],"study_design_scores_gemma":[0.00000942151,0.00001339827,0.0003702647,0.00002683665,0.000001815213,0.00004265593,0.0007371511,0.00002819468,0.0002144945,0.0184518,0.9800986,0.000005452112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001421135,0.00004946829,0.001601447,0.002138913,0.0005881871,0.0000798755,0.0003696392,0.0001811149,0.9935702],"genre_scores_gemma":[0.02283923,0.0001316784,0.001208661,0.002013147,0.0002233285,0.000131176,0.0005781378,0.0003005726,0.9725742],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3328124,"threshold_uncertainty_score":0.9516621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09605312301573221,"score_gpt":0.3511207410431162,"score_spread":0.255067618027384,"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."}}