{"id":"W2937111219","doi":"10.2110/sepmsp.107.15","title":"Phillip Elliott Playford: A Life of Geology, Exploration, and History","year":2017,"lang":"en","type":"book-chapter","venue":"SEPM (Society for Sedimentary Geology) eBooks","topic":"Diverse Historical and Scientific Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Devonian; Geology; Carbonate; Paleontology; Sedimentary depositional environment; Carbonate platform; Outcrop; Structural basin; Late Devonian extinction; Carboniferous","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002907388,0.0004671599,0.0008116883,0.0001118612,0.0009575491,0.00003049564,0.0003665213,0.0003400657,0.00213611],"category_scores_gemma":[0.00002098788,0.0004268363,0.0007185774,0.000002495149,0.004026667,0.0001516224,0.0002928985,0.0003102182,0.00005555601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001915298,"about_ca_system_score_gemma":0.0001548697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004717764,"about_ca_topic_score_gemma":0.0005076299,"domain_scores_codex":[0.9981315,0.00001306308,0.0005482028,0.0006588909,0.000268669,0.0003796683],"domain_scores_gemma":[0.9983111,0.0001399941,0.0006431944,0.0004704647,0.000289512,0.0001457467],"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":[0.00006036794,0.00002700718,0.00001652549,0.0001783398,0.0008843982,0.000003694711,0.02400864,6.665337e-7,0.000005488243,0.3232573,0.6506385,0.0009191291],"study_design_scores_gemma":[0.0007111265,0.0003241783,0.000003537064,0.0000496063,0.0003819374,0.000002105939,0.001343041,0.00001851786,0.000004822097,0.04267582,0.9540821,0.0004032068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001995154,0.009321675,0.00002907415,0.001226315,0.007674717,0.0009278707,0.0004953101,0.00009712447,0.9800284],"genre_scores_gemma":[0.00102776,0.0005520122,0.0002677008,0.001774254,0.001103868,0.00007769681,0.0002411475,0.00004921696,0.9949064],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3034436,"threshold_uncertainty_score":0.9998183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07542674457263279,"score_gpt":0.2199829379636735,"score_spread":0.1445561933910407,"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."}}