{"id":"W4241717265","doi":"10.1007/978-3-319-16772-5_1","title":"Overview","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"CenterLine (Canada)","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004016475,0.0007856936,0.0004147817,0.001679891,0.0008342814,0.002479568,0.001146733,0.0009380758,0.2504244],"category_scores_gemma":[0.0008573867,0.0003118906,0.000382171,0.001420962,0.0003634752,0.002728242,0.001718857,0.001228101,0.1856105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153514,"about_ca_system_score_gemma":0.001763459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002445131,"about_ca_topic_score_gemma":0.006573597,"domain_scores_codex":[0.9996668,0.00002506607,0.00001086248,0.00006302702,0.0001924601,0.00004174716],"domain_scores_gemma":[0.9997509,0.00002858813,0.000008650334,0.00003276927,0.0001312704,0.00004783581],"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":[0.00002183116,0.00003271019,0.00007635128,0.0002659577,0.000003533411,0.00004366021,0.00009677272,0.0002659042,0.0009496385,0.03795216,0.5821055,0.378186],"study_design_scores_gemma":[7.025803e-7,0.000002991229,0.00003924342,0.00004625178,8.668115e-7,0.00003107861,0.00001400956,0.00002888393,0.000112837,0.002361965,0.9973595,0.000001742105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004830775,0.01497159,0.01112401,0.001769498,0.003854255,0.0001102832,0.001010977,0.0008901052,0.9657862],"genre_scores_gemma":[0.001368178,0.007640486,0.002529616,0.0006977831,0.0004838259,0.00005297109,0.001009594,0.0002620133,0.9859555],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2504244,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05971251947426486,"score_gpt":0.2607669570338617,"score_spread":0.2010544375595968,"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."}}