{"id":"W4403272857","doi":"10.4000/127l8","title":"Vol. 41/1","year":2024,"lang":"en","type":"paratext","venue":"Communication","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"category_scores_codex":[0.0006131144,0.001244315,0.0007315888,0.002325923,0.002287725,0.007312166,0.0008390321,0.002087099,0.8282596],"category_scores_gemma":[0.002727424,0.0004174525,0.0005345611,0.002755631,0.001125709,0.001755066,0.002264907,0.002328159,0.8451669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00201622,"about_ca_system_score_gemma":0.001731704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006614058,"about_ca_topic_score_gemma":0.01020982,"domain_scores_codex":[0.9993538,0.00006708421,0.0000299198,0.0001335769,0.0003053604,0.0001102326],"domain_scores_gemma":[0.9990106,0.0002274751,0.00003519843,0.0001461582,0.0003845434,0.0001960363],"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":[0.00005020333,0.00004571614,0.0002287192,0.0001917437,0.000005091051,0.0000705114,0.00004784067,0.00009660302,0.0005344507,0.004401366,0.9443644,0.04996324],"study_design_scores_gemma":[0.000009265563,0.00001675875,0.0005241718,0.0001512491,0.000003087727,0.00005373834,0.00005699821,0.00007819493,0.0002217194,0.0006827709,0.9981962,0.000005925861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003026968,0.0007789562,0.0001319365,0.0008659631,0.001457676,0.00004257441,0.001169539,0.0002852449,0.9949654],"genre_scores_gemma":[0.0009120433,0.0006025236,0.00005009373,0.0003648342,0.0002004109,0.00002242158,0.0004834554,0.0001112418,0.997253],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1717404,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05617029196185375,"score_gpt":0.3495586648387875,"score_spread":0.2933883728769338,"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."}}