{"id":"W4390338334","doi":"10.3917/poec.056.0039","title":"10.3917/poec.056.0039","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000761064,0.0001726184,0.0001810068,0.00006502234,0.00008830344,0.00004198343,0.0002805702,0.0001213621,0.994183],"category_scores_gemma":[0.00003006295,0.0001757181,0.00008550684,0.0002792764,0.0000344027,0.00009407629,0.00004226398,0.0001025473,0.9902404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003916092,"about_ca_system_score_gemma":0.00002615554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002598951,"about_ca_topic_score_gemma":0.00002920521,"domain_scores_codex":[0.998951,0.00005173553,0.0001782733,0.0002342673,0.0001772006,0.0004075372],"domain_scores_gemma":[0.9993083,0.00003053737,0.00002123263,0.0003734698,0.00003039539,0.0002360902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000791358,0.00006961266,5.012354e-8,0.000004720456,0.00002845513,0.00001484689,0.00005059973,0.004159288,0.00005225142,0.01064767,0.3196473,0.6652461],"study_design_scores_gemma":[0.0002404624,0.00009446083,0.00001903922,0.000009935989,0.00001272441,0.00001192866,7.160547e-7,0.00008499576,0.0001683876,0.0001966001,0.9989372,0.0002235323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00193995,0.00008139324,7.570692e-8,0.0006665045,0.00000687161,0.00005865243,0.00001759974,0.0002293342,0.9969996],"genre_scores_gemma":[0.002730373,0.000001384289,0.00006614415,0.000724341,0.0003440805,0.00001256108,0.00003539821,0.00002787141,0.9960579],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6792899,"threshold_uncertainty_score":0.7165575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005170826063187592,"score_gpt":0.1829892328141028,"score_spread":0.1778184067509153,"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."}}