{"id":"W6969158909","doi":"10.5281/zenodo.8150282","title":"cyllab/ccinput: v1.10.0","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Standardization; Merge (version control); Syntax; Documentation; Code (set theory); Syntax error; Correctness","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":[0.003922764,0.005202665,0.003000742,0.004163887,0.002591158,0.0078525,0.01104947,0.004512587,0.8200009],"category_scores_gemma":[0.02344851,0.003980277,0.003831471,0.004626908,0.001583461,0.0065702,0.008099302,0.005397609,0.7967257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004530769,"about_ca_system_score_gemma":0.004091066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01091491,"about_ca_topic_score_gemma":0.008501454,"domain_scores_codex":[0.996206,0.0005602277,0.0002918277,0.0006746123,0.001557356,0.0007099293],"domain_scores_gemma":[0.989652,0.002095666,0.0002940752,0.003087864,0.003962344,0.0009079914],"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":[0.0001103185,0.0000150466,0.0001382978,0.0002568233,0.00001244305,0.00003656873,0.00004253816,0.0001950875,0.0002021823,0.001447818,0.9910474,0.006495459],"study_design_scores_gemma":[0.0002917915,0.00003958334,0.000700872,0.0002930257,0.00001770381,0.0001117704,0.00008408661,0.001896171,0.004071013,0.005532705,0.9868295,0.0001316879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.000478151,0.0001812791,0.0187638,0.0005671386,0.001105648,0.0002314799,0.196456,0.7104141,0.07180247],"genre_scores_gemma":[0.005120627,0.0001694939,0.01391672,0.0007266878,0.0002041907,0.0007623057,0.2060148,0.719997,0.05308811],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.8200009,"threshold_uncertainty_score":0.2567468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04066965041946123,"score_gpt":0.2588019566397832,"score_spread":0.2181323062203219,"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."}}