{"id":"W6912561926","doi":"10.5281/zenodo.5693898","title":"Parcoblatta pennsylvanica","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Insects and Parasite Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Process (computing); Living cell","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":[0.0001170211,0.0007218287,0.000302253,0.001493858,0.001166398,0.0003775229,0.0003922384,0.0002410222,0.01902717],"category_scores_gemma":[0.0001098827,0.0002262764,0.0001241042,0.001164904,0.0003748533,0.0004123405,0.0004427031,0.000396095,0.006158993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009820388,"about_ca_system_score_gemma":0.0003182598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09145293,"about_ca_topic_score_gemma":0.2401817,"domain_scores_codex":[0.99989,0.000007741799,0.000004703024,0.00005402835,0.00002677517,0.00001673554],"domain_scores_gemma":[0.9998373,0.00001388109,0.00006057746,0.00001071378,0.00004415249,0.00003339447],"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":[0.0009487242,0.0004934274,0.2105818,0.001719259,0.0001806366,0.002044659,0.004160772,0.0007450817,0.1123617,0.003172726,0.1013717,0.5622196],"study_design_scores_gemma":[0.00003347278,0.0001056931,0.7713723,0.0001819518,0.00005164829,0.0009305859,0.0009056815,0.0001256828,0.001317936,0.0002392633,0.2247169,0.00001889752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5312496,0.01545742,0.00211839,0.001251045,0.0005738715,0.0006415339,0.03052502,0.001288565,0.4168945],"genre_scores_gemma":[0.9097842,0.004719416,0.002972527,0.001120028,0.0001899016,0.0002690746,0.01754443,0.0001286805,0.06327176],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09145293,"threshold_uncertainty_score":0.1818412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01968476527543112,"score_gpt":0.2388216068402561,"score_spread":0.219136841564825,"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."}}