{"id":"W4390397198","doi":"10.3917/sh.170.0006","title":"10.3917/sh.170.0006","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Transportation and Mobility Innovations","field":"Engineering","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":["insufficient_payload"],"category_scores_codex":[0.0004694343,0.001464314,0.0005423216,0.001665277,0.001499341,0.002908673,0.0007256866,0.001779183,0.971901],"category_scores_gemma":[0.000780253,0.0004507676,0.0004555008,0.001249383,0.001070459,0.002050115,0.001943876,0.001188495,0.9739863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010993,"about_ca_system_score_gemma":0.001099766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005831946,"about_ca_topic_score_gemma":0.008156646,"domain_scores_codex":[0.9997854,0.00001521152,0.00001497503,0.0000562576,0.00007800419,0.00005019676],"domain_scores_gemma":[0.9992228,0.00009482579,0.00003081216,0.0001158794,0.0002432878,0.0002924541],"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":[0.0001513488,0.0002398879,0.001230639,0.0001880027,0.000009168958,0.0001269343,0.0001120318,0.0001610218,0.001441179,0.005883678,0.5997244,0.3907317],"study_design_scores_gemma":[0.00002532948,0.00003148849,0.0011649,0.0001441063,0.000006830398,0.0001401998,0.000147573,0.0001745602,0.0004647174,0.001104818,0.9965843,0.00001121355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007293486,0.0001450406,0.0003110247,0.000470594,0.0004068758,0.00003648562,0.000854553,0.0006923689,0.9963536],"genre_scores_gemma":[0.001555615,0.000126397,0.0001420459,0.0002013858,0.00005413071,0.0000150883,0.0004593869,0.000138004,0.9973079],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.028099,"threshold_uncertainty_score":0.04007983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003741341061692772,"score_gpt":0.1554624588581441,"score_spread":0.1517211177964513,"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."}}