{"id":"W4398203369","doi":"10.1088/1755-1315/1331/1/011001","title":"Preface","year":2024,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.001496942,0.001187858,0.0009927347,0.002428959,0.002901297,0.005670543,0.001958331,0.002013498,0.6444914],"category_scores_gemma":[0.008445699,0.0004051143,0.0008058662,0.002199765,0.0008261132,0.004818134,0.003395189,0.003051368,0.5176592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001970296,"about_ca_system_score_gemma":0.003159609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0026912,"about_ca_topic_score_gemma":0.00343511,"domain_scores_codex":[0.9985974,0.0001851223,0.000110105,0.0002942754,0.0006582614,0.0001547668],"domain_scores_gemma":[0.9961625,0.0004801594,0.0001479686,0.0004276675,0.002046263,0.0007355005],"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":[0.00002861796,0.00001824023,0.0001272761,0.0001240598,0.000002746959,0.00005528253,0.0001034558,0.00004741747,0.0001196533,0.004618954,0.9517287,0.04302559],"study_design_scores_gemma":[0.000002689098,0.0000091845,0.0001526876,0.00007022997,0.000001170095,0.00005170572,0.00009132423,0.00001913402,0.000044223,0.001142929,0.9984112,0.000003590095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001361347,0.007617105,0.00572267,0.02193332,0.08973701,0.0005573308,0.01254516,0.002880974,0.8576451],"genre_scores_gemma":[0.005210774,0.00425265,0.002355363,0.005879174,0.01049558,0.0002790202,0.01023377,0.001262765,0.9600309],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6444914,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081379565789584,"score_gpt":0.1864289056898224,"score_spread":0.1756151100319266,"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."}}