{"id":"W2067087830","doi":"10.11646/zoosymposia.9.1.1","title":"&lt;strong&gt;Proceedings of the 12th International Symposium on Aquatic Oligochaeta&lt;/strong&gt;","year":2014,"lang":"en","type":"article","venue":"Zoosymposia","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oligochaeta (plant); Library science; Political science; Geography; Archaeology","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":[0.0007939455,0.000748992,0.0005477721,0.0007563676,0.001278736,0.002447318,0.000652652,0.000897498,0.1432544],"category_scores_gemma":[0.0007052651,0.0002910377,0.0003720071,0.0006763641,0.000657123,0.00128186,0.001881954,0.001803359,0.04452928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198955,"about_ca_system_score_gemma":0.001943196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004424753,"about_ca_topic_score_gemma":0.0221851,"domain_scores_codex":[0.9996234,0.00004450191,0.00001650899,0.0000646103,0.0001708065,0.00008007326],"domain_scores_gemma":[0.9990922,0.00004213865,0.00003897426,0.00002474179,0.0004060409,0.0003959755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009568031,0.00003113082,0.0006052989,0.000246144,0.00001068786,0.00009670103,0.0001087565,0.00004871772,0.003961099,0.001513535,0.8949519,0.0983304],"study_design_scores_gemma":[0.000002017407,0.00001482857,0.001116739,0.00004633745,0.000002921907,0.00003597627,0.00006830887,0.0000165387,0.0002992451,0.0001954062,0.9981981,0.000003639731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008859619,0.0800852,0.006229907,0.06145773,0.2309785,0.0002672558,0.001538001,0.0004724343,0.6101114],"genre_scores_gemma":[0.01104716,0.01900154,0.001084747,0.001937145,0.01006344,0.00005574677,0.0005724033,0.0001938719,0.956044],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1432544,"threshold_uncertainty_score":0.4792337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022754804644679,"score_gpt":0.2204835599205181,"score_spread":0.2102560118740713,"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."}}