{"id":"W6892539496","doi":"10.5281/zenodo.10810158","title":"Parachaetocladius abnobaeus","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Seta; Beehive; Blade (archaeology); Flight feather; Apex (geometry)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002109137,0.0001084966,0.00008710218,0.000168792,0.0005127222,0.0008313537,0.0003599438,0.00005120046,0.007326265],"category_scores_gemma":[0.00005397843,0.0001135808,0.00004340997,0.0003943156,0.00004184195,0.0002216994,0.00016134,0.0001912604,0.01136375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000100662,"about_ca_system_score_gemma":0.000001341631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002488405,"about_ca_topic_score_gemma":9.467529e-8,"domain_scores_codex":[0.9991813,0.00005155286,0.0001520135,0.0002115282,0.0001506353,0.0002530288],"domain_scores_gemma":[0.9995579,0.00001164695,0.00001096079,0.0002136185,0.0001078347,0.00009809982],"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":[0.00001465563,0.00002496604,4.265416e-7,0.0001815824,0.00008947538,0.0000461687,0.0007326168,0.01486926,0.007293834,0.006776379,0.2771369,0.6928337],"study_design_scores_gemma":[0.0001342237,0.00003627428,0.00004291145,0.00002593074,0.00001081192,0.00008232605,0.00002716137,0.09258725,0.000347374,0.0001551348,0.906427,0.0001235703],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01361815,0.01554086,0.1662056,0.001232402,0.001838163,0.001348224,0.0005733832,0.0251434,0.7744998],"genre_scores_gemma":[0.9936123,0.001135409,0.0005461175,0.00007953705,0.0004093784,7.30731e-8,0.001192935,0.002226539,0.0007977398],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9799941,"threshold_uncertainty_score":0.9935812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01436443628374499,"score_gpt":0.2032528228463284,"score_spread":0.1888883865625834,"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."}}