{"id":"W6912942415","doi":"10.5281/zenodo.6186081","title":"Oecetis inconspicua Walker","year":2011,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indian ocean; West virginia; Period (music); Statistical analysis","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":[0.00005363052,0.000442304,0.0002009344,0.000921621,0.0007201874,0.0002266841,0.0002777591,0.0003886262,0.01356073],"category_scores_gemma":[0.0002297118,0.0001327838,0.0001085081,0.0005025501,0.0003252621,0.0006372896,0.0006145047,0.0003981057,0.003562592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000258509,"about_ca_system_score_gemma":0.0002048051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004462481,"about_ca_topic_score_gemma":0.01349864,"domain_scores_codex":[0.9999154,0.000008542175,0.000007549926,0.00002391752,0.00002943512,0.0000152492],"domain_scores_gemma":[0.9999212,0.00001477711,0.00002085866,0.000007057495,0.00002459838,0.00001148353],"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":[0.0005951616,0.0002201701,0.04703311,0.001310871,0.00005917028,0.01213736,0.001819773,0.0009294073,0.09918157,0.007405102,0.03370733,0.795601],"study_design_scores_gemma":[0.0001389868,0.000391138,0.3236438,0.0009506682,0.00008277199,0.02353003,0.00308898,0.0008372508,0.01369445,0.002988965,0.6306013,0.00005177413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.528223,0.01184547,0.003809443,0.0007506555,0.0007539072,0.0002784772,0.001951944,0.0003135169,0.4520736],"genre_scores_gemma":[0.9493555,0.003114632,0.002027159,0.0005684888,0.0001045497,0.00005781313,0.001147454,0.00003320704,0.04359117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01356073,"threshold_uncertainty_score":0.04536521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07725211157412698,"score_gpt":0.2095741853428707,"score_spread":0.1323220737687437,"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."}}