{"id":"W6931266689","doi":"10.5281/zenodo.5603662","title":"Atherinops affinis","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Image and Object Detection Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intertidal zone; Fish <Actinopterygii>; Pacific ocean; Estuary","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":[0.0001011343,0.0006304231,0.0002431162,0.001879448,0.001341678,0.0003311908,0.0002671357,0.0004513197,0.02115208],"category_scores_gemma":[0.0003014625,0.0002310518,0.0002699546,0.0005270369,0.0004094656,0.0007651526,0.0009432795,0.0005728501,0.007212949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005903747,"about_ca_system_score_gemma":0.0001329248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006710141,"about_ca_topic_score_gemma":0.01909741,"domain_scores_codex":[0.9998217,0.0000118557,0.00001543596,0.00008070112,0.00005039779,0.00001983584],"domain_scores_gemma":[0.9998436,0.00002371496,0.0000638656,0.00001414932,0.00003744381,0.00001719034],"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":[0.0007074371,0.000263982,0.08292292,0.001025602,0.0001833063,0.003586945,0.002460307,0.00139489,0.0671232,0.003609282,0.0442085,0.7925135],"study_design_scores_gemma":[0.00003635935,0.0003554934,0.7065251,0.0003633233,0.0001288053,0.006614998,0.00116292,0.0004319006,0.003226624,0.001025305,0.2800858,0.00004334928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.530799,0.0061919,0.004037678,0.0007474091,0.0006041832,0.0003225056,0.005547542,0.0007125158,0.4510373],"genre_scores_gemma":[0.8983303,0.002507734,0.005307158,0.001136097,0.0002897122,0.0001671323,0.004148745,0.00004385968,0.08806933],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02115208,"threshold_uncertainty_score":0.07076073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0235340966675853,"score_gpt":0.233488805764773,"score_spread":0.2099547090971877,"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."}}