{"id":"W4404481752","doi":"10.3998/circus.7102","title":"Spotlight on Science","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":[],"consensus_categories":[],"category_scores_codex":[0.004371552,0.001211882,0.001285837,0.002860806,0.006035942,0.01424996,0.001614981,0.01612723,0.1006714],"category_scores_gemma":[0.01780918,0.0005022728,0.0009983026,0.001655191,0.009699262,0.01485828,0.007491525,0.01974992,0.03044343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004557186,"about_ca_system_score_gemma":0.008865684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00328332,"about_ca_topic_score_gemma":0.008335085,"domain_scores_codex":[0.9968134,0.0007043764,0.0001129516,0.0004569738,0.001361076,0.0005511836],"domain_scores_gemma":[0.9882415,0.004610479,0.0004019366,0.0007137724,0.0023435,0.003688779],"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":[0.00002056598,0.000009834482,0.00002514534,0.0000861216,0.00000307695,0.00002629282,0.00007004302,0.00001791246,0.0000817281,0.05017069,0.9376173,0.01187123],"study_design_scores_gemma":[0.000009252947,0.00001255384,0.00008195902,0.0001565768,0.000002486367,0.00001683361,0.0002178767,0.00002158878,0.00002893032,0.03062613,0.9688194,0.000006360616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003898273,0.05539777,0.0005750206,0.5767741,0.2551506,0.00002182529,0.0002756352,0.0001286898,0.1112866],"genre_scores_gemma":[0.01956229,0.04033886,0.0008585351,0.4703203,0.19777,0.0001001604,0.0003745511,0.0002917007,0.2703838],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1006714,"threshold_uncertainty_score":0.3367794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09382674209351244,"score_gpt":0.3521475354852227,"score_spread":0.2583207933917102,"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."}}