{"id":"W3043769553","doi":"","title":"Out On The Shelf Evaluation Report","year":2020,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001145664,0.00003617422,0.00005206517,0.00001336908,0.0006790325,0.00002707351,0.0004501428,0.00002891511,0.0006411567],"category_scores_gemma":[0.0002300938,0.00002549037,0.00005443339,0.0002483561,0.0002990454,0.0003803388,0.00004159993,0.00006910291,0.0001320193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001961444,"about_ca_system_score_gemma":0.0002485113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000400689,"about_ca_topic_score_gemma":0.0002229679,"domain_scores_codex":[0.9990293,0.0002082148,0.00005725879,0.0001137259,0.0004982115,0.00009333032],"domain_scores_gemma":[0.999509,0.0001123232,0.0001050678,0.0001552522,0.00006704182,0.00005127219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003013679,0.000148891,0.0113349,0.0000205401,0.00009590068,0.000103499,0.4569362,0.0003605546,0.04771449,0.2947034,0.1690305,0.01924972],"study_design_scores_gemma":[0.0006230078,0.0003878015,0.2268158,0.00002100683,0.0001728483,0.000003448214,0.3013516,0.003598269,0.00117153,0.01341849,0.4521103,0.0003259511],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.624196,0.00001521473,0.0001334908,0.2732642,0.0001546076,0.000268053,0.000003258316,0.00003315306,0.101932],"genre_scores_gemma":[0.9967397,0.00001387556,0.00003661952,0.0007369136,0.0001330542,1.002107e-7,0.000004356726,0.000001386124,0.002334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3725437,"threshold_uncertainty_score":0.7020217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08171641246686598,"score_gpt":0.2891362547258923,"score_spread":0.2074198422590263,"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."}}