{"id":"W7128795524","doi":"10.5281/zenodo.18626279","title":"Apocephalus antennatus Malloch 1913","year":2016,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Appeasement; Natural (archaeology); Slumping","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":[],"consensus_categories":[],"category_scores_codex":[0.00007389619,0.0003961858,0.0002179969,0.001356917,0.001441032,0.0002864821,0.0004289978,0.0005926405,0.01793146],"category_scores_gemma":[0.0003123137,0.0001778687,0.0001298487,0.000644067,0.0006769655,0.0006004256,0.0009870793,0.0003414841,0.004691712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005888537,"about_ca_system_score_gemma":0.0003536749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009953556,"about_ca_topic_score_gemma":0.01936948,"domain_scores_codex":[0.9998899,0.000008475952,0.000009859281,0.00003758235,0.00003763536,0.00001654594],"domain_scores_gemma":[0.9998891,0.00001823893,0.00004795447,0.00001122414,0.00001891143,0.0000145703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005699412,0.0001586367,0.07575818,0.0009173828,0.00009824629,0.004152639,0.003822077,0.0004107983,0.0583754,0.0109273,0.05521254,0.7895969],"study_design_scores_gemma":[0.0001102758,0.0004284387,0.5311944,0.0005734584,0.0001705964,0.01027271,0.001788842,0.0005109693,0.007171024,0.003899374,0.4438216,0.0000583078],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.504218,0.007696515,0.00462071,0.00104367,0.001145416,0.0004579355,0.002931212,0.001471608,0.4764149],"genre_scores_gemma":[0.9465455,0.001990409,0.002485465,0.0009261436,0.0002993029,0.0000827563,0.000953223,0.00006067869,0.0466564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01793146,"threshold_uncertainty_score":0.05998671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02094735479574423,"score_gpt":0.225289556195704,"score_spread":0.2043422013999598,"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."}}