{"id":"W6893914282","doi":"10.5281/zenodo.6033381","title":"Claustropyga acanthostyla Tuomikoski 1960","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malaise; Natural (archaeology); Period (music); Identification (biology)","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":[0.00004110638,0.0004562435,0.0002108885,0.001744909,0.001021129,0.0003124189,0.0002427727,0.0002660438,0.006841481],"category_scores_gemma":[0.0001537598,0.0001805606,0.000175754,0.0009137183,0.0002928025,0.0004543419,0.0004574389,0.0002548387,0.001489643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007041603,"about_ca_system_score_gemma":0.0003742977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03340543,"about_ca_topic_score_gemma":0.0812447,"domain_scores_codex":[0.9999511,0.00000268142,0.000005759453,0.00001416826,0.000009076371,0.00001727548],"domain_scores_gemma":[0.9999443,0.000006507843,0.00002345803,0.000007026732,0.000009543649,0.000009169429],"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":[0.001420742,0.0002316872,0.1754674,0.002069267,0.000185772,0.003615143,0.005662366,0.001309397,0.2543992,0.004205927,0.01425985,0.5371733],"study_design_scores_gemma":[0.00005895742,0.0002358176,0.9137675,0.0004226624,0.000158265,0.003136456,0.001272909,0.0003131753,0.00435133,0.0004748057,0.07578756,0.00002065428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8378218,0.008256656,0.001148626,0.00009855207,0.0001179847,0.0002164882,0.002667158,0.0001775374,0.1494952],"genre_scores_gemma":[0.9850101,0.002741769,0.0009603939,0.00006786183,0.00002527669,0.00005348444,0.001361906,0.00001331526,0.009766043],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03340543,"threshold_uncertainty_score":0.06642199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03807376995722817,"score_gpt":0.260178602439099,"score_spread":0.2221048324818709,"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."}}