{"id":"W4378775852","doi":"10.5281/zenodo.7988575","title":"ARBORISTS EDMONTON","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004647036,0.0013326,0.000518344,0.001810544,0.002289758,0.00373003,0.00101758,0.001492431,0.6877114],"category_scores_gemma":[0.001049633,0.0005091034,0.0004064409,0.001281868,0.0004975878,0.001473824,0.001977941,0.00184196,0.2816462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002700731,"about_ca_system_score_gemma":0.00297556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0430259,"about_ca_topic_score_gemma":0.1677572,"domain_scores_codex":[0.999396,0.00003555973,0.00001315581,0.0001939439,0.0002710408,0.00009040376],"domain_scores_gemma":[0.9992512,0.00008980767,0.00004293006,0.0000813148,0.0002453706,0.0002893923],"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":[0.0002046108,0.0001161579,0.001190377,0.000182269,0.0000120493,0.0005347725,0.0001421111,0.0002140083,0.001824808,0.02546423,0.7865556,0.183559],"study_design_scores_gemma":[0.00001164059,0.00002269367,0.001782605,0.00009688023,0.00000416388,0.0001432446,0.00008199112,0.0001195962,0.0002297832,0.001127167,0.996372,0.00000828683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001997592,0.002984112,0.0006902535,0.002377891,0.0005964614,0.00003092696,0.001794906,0.0008035659,0.9887242],"genre_scores_gemma":[0.002696706,0.001303196,0.0005779346,0.0003249475,0.00007553214,0.00001292719,0.0009821397,0.0001842254,0.9938422],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3122886,"threshold_uncertainty_score":0.4454418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07346944398940408,"score_gpt":0.2233826460978669,"score_spread":0.1499132021084628,"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."}}