{"id":"W6968810272","doi":"10.5281/zenodo.6132499","title":"Cliona californiana","year":2014,"lang":"pt","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wizard; Context (archaeology); Aerial photos","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002183227,0.0002285953,0.0002124193,0.0001826755,0.003288131,0.0007849439,0.001124678,0.00012393,0.2162471],"category_scores_gemma":[0.001030012,0.0002410707,0.0001042789,0.0007842534,0.0003213643,0.0002417985,0.002273411,0.0004233017,0.09290934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002563167,"about_ca_system_score_gemma":0.000001666516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009600107,"about_ca_topic_score_gemma":0.000001732969,"domain_scores_codex":[0.9966429,0.001144208,0.0003756067,0.0006742296,0.0006000535,0.000563028],"domain_scores_gemma":[0.9985341,0.00005155619,0.0001608441,0.0007182104,0.0001164991,0.0004188123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006130119,0.0001756146,0.00003967049,0.00005628248,0.00002580086,0.000006061453,0.0004769503,0.0003293794,0.004131948,0.001837878,0.2739877,0.7188714],"study_design_scores_gemma":[0.0004411501,0.0003481925,0.003276743,0.00001735846,0.00001939263,0.00008701951,0.0001362672,0.007494594,0.0004879723,0.0002866305,0.9871238,0.0002808228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01443841,0.00006449839,0.1221459,0.002020283,0.0005240031,0.0006363683,0.000300807,0.001039373,0.8588304],"genre_scores_gemma":[0.9558844,0.0001908648,0.003693541,0.001177955,0.0007534819,6.263951e-8,0.0007514502,0.003331348,0.03421693],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9414459,"threshold_uncertainty_score":0.9980094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03161637379594567,"score_gpt":0.2581439418717631,"score_spread":0.2265275680758175,"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."}}