{"id":"W7014144095","doi":"","title":"Algal Mat","year":2021,"lang":"en","type":"other","venue":"SUNY Digital Repository Support (State University of New York System)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[0.0000714214,0.0004603917,0.0001802296,0.001013768,0.00159878,0.001256295,0.0003933925,0.0005338508,0.1454552],"category_scores_gemma":[0.0001537873,0.0002477208,0.0002621836,0.0008719662,0.0003033234,0.0003415156,0.0005860173,0.0006309162,0.04098316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001611845,"about_ca_system_score_gemma":0.001045193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2441089,"about_ca_topic_score_gemma":0.5535716,"domain_scores_codex":[0.9998747,0.000001982132,0.000001475442,0.00001367837,0.00008702931,0.00002112122],"domain_scores_gemma":[0.9998909,0.00000428428,0.000006309507,0.00001233017,0.00005273407,0.00003348502],"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":[0.0002227602,0.00005842113,0.008233524,0.0003333569,0.00001654555,0.001872362,0.0008469488,0.0004968875,0.08659871,0.004284646,0.762662,0.1343738],"study_design_scores_gemma":[0.00001701534,0.00002872052,0.06227005,0.0001110387,0.00001229839,0.0006497661,0.0004431584,0.0005491124,0.01278748,0.0003468067,0.9227614,0.00002321843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02887034,0.0004380784,0.00227795,0.001086296,0.0003142715,0.000124081,0.01884511,0.002449376,0.9455945],"genre_scores_gemma":[0.08084565,0.0006906165,0.003903089,0.0003795709,0.00003905242,0.0000358345,0.01013893,0.001181165,0.9027862],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8545448,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421998311993031,"score_gpt":0.1918776776201693,"score_spread":0.177657694500239,"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."}}