{"id":"W6893754055","doi":"10.5281/zenodo.3790771","title":"Phymatodes testaceus","year":2009,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Linguistic and Cultural Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University; Nova Scotia Hospital; Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Identification (biology); Process (computing); Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008487909,0.000507894,0.0001357652,0.0008299138,0.0008112739,0.0003437685,0.0002817935,0.0004922389,0.01171972],"category_scores_gemma":[0.0003111591,0.00009693138,0.0001348124,0.0005307412,0.000338826,0.0005540586,0.0006841564,0.0004253371,0.004506491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006490982,"about_ca_system_score_gemma":0.0002667204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01020166,"about_ca_topic_score_gemma":0.009265448,"domain_scores_codex":[0.9998779,0.00001408913,0.000008171944,0.00003783695,0.00004239591,0.00001950862],"domain_scores_gemma":[0.9999039,0.00001426728,0.00002834293,0.00001134698,0.00002775438,0.00001437495],"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":[0.0005399688,0.0001891705,0.02082458,0.0008819016,0.00005472179,0.004245969,0.0009265786,0.001098445,0.3595421,0.009494364,0.04051313,0.561689],"study_design_scores_gemma":[0.00009461081,0.0007083445,0.2074428,0.0005307482,0.00007647684,0.009424494,0.000947257,0.0007663754,0.04592251,0.00248097,0.7315639,0.00004160298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4176354,0.01477111,0.007590098,0.002495879,0.001581802,0.0003296249,0.005774028,0.0008833099,0.5489388],"genre_scores_gemma":[0.8830684,0.005733404,0.00485913,0.002369429,0.0001886315,0.00009842257,0.003462897,0.00004594196,0.1001737],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01171972,"threshold_uncertainty_score":0.03920633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04150569612781213,"score_gpt":0.2288778759312816,"score_spread":0.1873721798034695,"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."}}