{"id":"W6950314061","doi":"10.5281/zenodo.4765386","title":"Paraperla frontalis","year":2013,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flathead; Holotype; Larva; Flood myth; Plateau (mathematics); Canyon","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":[0.0001506705,0.001471499,0.0004274973,0.00230858,0.002077558,0.0008105321,0.0007614459,0.0009096941,0.07337832],"category_scores_gemma":[0.0003991269,0.0004342706,0.0004534179,0.0007565651,0.0007048307,0.00156083,0.001358284,0.0009509437,0.02545828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232881,"about_ca_system_score_gemma":0.0006195372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0147806,"about_ca_topic_score_gemma":0.03090912,"domain_scores_codex":[0.9997507,0.00002113546,0.00001738188,0.0001060642,0.00005167412,0.00005297981],"domain_scores_gemma":[0.9997552,0.00001990325,0.000103943,0.00002520127,0.00007205251,0.00002369744],"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":[0.0004588399,0.0001761259,0.01298572,0.001481659,0.00008703984,0.003088514,0.001854149,0.0004909871,0.08095422,0.01368589,0.1206626,0.7640743],"study_design_scores_gemma":[0.00005902839,0.0002227606,0.09202951,0.0008531071,0.00006642662,0.009467381,0.001174247,0.0003293542,0.007862085,0.003138541,0.8847382,0.00005931223],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1151162,0.02625312,0.01124196,0.002189321,0.001125169,0.0008319258,0.01104011,0.002895378,0.8293068],"genre_scores_gemma":[0.7765716,0.005606958,0.0123773,0.00251885,0.0003798062,0.0002971729,0.005680882,0.0003398942,0.1962276],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07337832,"threshold_uncertainty_score":0.2454749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01781398189757612,"score_gpt":0.184976337660532,"score_spread":0.1671623557629558,"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."}}