{"id":"W4210933967","doi":"10.1190/tle20040346.1","title":"From the Other Side","year":2001,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00123961,0.0009502455,0.0008417503,0.0009078286,0.005619504,0.01521943,0.001879161,0.005331437,0.7452103],"category_scores_gemma":[0.007579173,0.0004386009,0.000666885,0.0009624537,0.00169712,0.007818053,0.009260394,0.007526707,0.7222452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002342785,"about_ca_system_score_gemma":0.00495353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007928845,"about_ca_topic_score_gemma":0.01228072,"domain_scores_codex":[0.997057,0.0003466754,0.0001276321,0.0005936977,0.001236454,0.0006385494],"domain_scores_gemma":[0.9957997,0.0002286065,0.0001500452,0.00044614,0.001955139,0.001420324],"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":[0.00001075398,0.00001042847,0.00008071274,0.00003364457,0.000001974024,0.0000463299,0.0001715998,0.000008150687,0.0001004092,0.007446368,0.9710031,0.02108677],"study_design_scores_gemma":[0.000001146183,0.000002198971,0.00003995537,0.00002938562,5.89488e-7,0.00003328671,0.0001518519,0.000004552338,0.00001744121,0.000468409,0.9992488,0.000002389057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0003523249,0.002612957,0.0009116532,0.0502682,0.02455195,0.0000596457,0.0006093517,0.0008125662,0.9198214],"genre_scores_gemma":[0.001442328,0.0006020251,0.0001941631,0.01528596,0.001298865,0.00001854118,0.0002251393,0.0002565074,0.9806764],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7452103,"threshold_uncertainty_score":0.3634265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03225367965366425,"score_gpt":0.3006359935084799,"score_spread":0.2683823138548156,"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."}}