{"id":"W7099432941","doi":"","title":"Summary","year":2015,"lang":"en","type":"article","venue":"","topic":"Philosophy and Social Theory","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lithology; Inversion (geology); Carbonate; Structural basin; Vertical seismic profile; Clastic rock; Sichuan basin; Tarim basin","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005644112,0.00001916717,0.00003226366,0.000009974601,0.0001354982,0.00001458285,0.00008650582,0.00003352294,0.0001544589],"category_scores_gemma":[0.0001100279,0.00001758487,0.00001809597,0.00007709795,0.0001193443,0.00009392092,0.00001184774,0.0000281467,0.0002555575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003094984,"about_ca_system_score_gemma":0.0001171054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006896161,"about_ca_topic_score_gemma":0.0002745144,"domain_scores_codex":[0.9995957,0.0000984542,0.00003219059,0.00004183138,0.0001368913,0.00009491804],"domain_scores_gemma":[0.9997705,0.00003073114,0.000007444663,0.00004030647,0.00003214543,0.0001188798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002210197,0.000007229878,0.0001911735,1.310791e-7,0.000001230954,0.000001010764,0.007582349,7.299288e-8,0.000001807469,0.9770387,0.01280695,0.002367139],"study_design_scores_gemma":[0.00004266068,0.000004200231,0.0000205533,5.622767e-7,7.201285e-7,2.565599e-8,0.004891904,5.356152e-7,0.00000948768,0.6173718,0.3776306,0.00002695752],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007439689,0.00005633809,0.0000620434,0.003129469,0.0002559876,0.0000281545,3.160963e-7,0.0000814918,0.9889465],"genre_scores_gemma":[0.9750506,0.00001196309,0.0001021059,0.0007305489,0.0005302748,0.000001342691,3.667739e-7,0.000001758426,0.02357109],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9676108,"threshold_uncertainty_score":0.328476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.112063543054017,"score_gpt":0.3578865177584033,"score_spread":0.2458229747043863,"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."}}