{"id":"W6930466700","doi":"10.5281/zenodo.12720212","title":"Sternoptyx diaphana Hermann 1781","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Archipelago; SAINT; New guinea; Geographer","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":[0.0000373936,0.0002321118,0.00009452335,0.0004490337,0.0006255499,0.0001912664,0.0001352907,0.0001969631,0.006412793],"category_scores_gemma":[0.00009402603,0.0000933996,0.00006442973,0.000235639,0.0001838014,0.0002741523,0.0003852893,0.0002628097,0.001416656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003201569,"about_ca_system_score_gemma":0.000234001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006134556,"about_ca_topic_score_gemma":0.01601134,"domain_scores_codex":[0.9999602,0.00000283918,0.000002193316,0.00001572077,0.00001277009,0.000006378171],"domain_scores_gemma":[0.999965,0.000004711934,0.00001366871,0.000002877437,0.000007303987,0.00000647269],"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":[0.0005983069,0.0001345612,0.1352604,0.001090737,0.00007530428,0.004452696,0.002540583,0.0008726569,0.2096161,0.006938778,0.03614639,0.6022735],"study_design_scores_gemma":[0.00003669488,0.0001725777,0.7461859,0.0002163639,0.00005754721,0.009242433,0.001372569,0.0007388521,0.007654661,0.001210686,0.2330854,0.00002642439],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7884023,0.003460829,0.002188982,0.0004269075,0.0002278493,0.0001761902,0.00295261,0.000220287,0.201944],"genre_scores_gemma":[0.9669416,0.0009362989,0.002071022,0.0002277746,0.00005127215,0.00003788909,0.0008814414,0.00001007221,0.02884255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006412793,"threshold_uncertainty_score":0.02145296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02129808929569047,"score_gpt":0.2231946758024284,"score_spread":0.2018965865067379,"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."}}