{"id":"W4312857239","doi":"10.7202/1093272ar","title":"Preamble","year":2021,"lang":"fr","type":"article","venue":"Muséologies Les cahiers d études supérieures","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Preamble; Computer science; Telecommunications; Channel (broadcasting)","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":[0.001063938,0.0008307339,0.0006876398,0.002051658,0.003409451,0.004778108,0.001175837,0.001959645,0.5611694],"category_scores_gemma":[0.00727082,0.0002974283,0.0004289169,0.001024525,0.0006954866,0.002198439,0.002805162,0.00250409,0.385439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002123645,"about_ca_system_score_gemma":0.002976933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009572396,"about_ca_topic_score_gemma":0.01825986,"domain_scores_codex":[0.9989905,0.0001632105,0.00004564856,0.000151175,0.0004785609,0.0001708615],"domain_scores_gemma":[0.9975822,0.0003682596,0.00008211468,0.0002119575,0.001322095,0.0004334522],"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":[0.00002247646,0.000009773257,0.00006107331,0.00005476633,0.000001312817,0.00003002484,0.00008551309,0.00001430245,0.00008510233,0.009109247,0.9669854,0.02354089],"study_design_scores_gemma":[0.000002935389,0.000005257187,0.0001636744,0.00004813156,9.067604e-7,0.00001831568,0.0000574137,0.000007434977,0.00005082267,0.001094709,0.9985475,0.00000299385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007889471,0.005798568,0.001177368,0.02030301,0.04082906,0.000236683,0.00496965,0.0008912845,0.9250053],"genre_scores_gemma":[0.001863853,0.0007315656,0.0001942661,0.002640475,0.001736684,0.00006780771,0.0007156404,0.0002078996,0.9918418],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4388306,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03902229232274504,"score_gpt":0.2736173698284577,"score_spread":0.2345950775057127,"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."}}