{"id":"W6920632857","doi":"10.6084/m9.figshare.14763054","title":"Research Reviews.docx","year":2021,"lang":"en","type":"preprint","venue":"Open MIND","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organizational culture; Work (physics); Organizational change; Organizational commitment; Organization development; Organizational studies; Organizational learning","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":[0.005550457,0.001470415,0.002629191,0.01028303,0.001502492,0.008276387,0.003781872,0.003857204,0.7548227],"category_scores_gemma":[0.03170551,0.001053624,0.001451913,0.01321705,0.001324821,0.004657895,0.00304557,0.002854306,0.6621686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004446462,"about_ca_system_score_gemma":0.01251914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009416427,"about_ca_topic_score_gemma":0.00985878,"domain_scores_codex":[0.9921812,0.001365597,0.0007451776,0.0006736357,0.004538599,0.0004957545],"domain_scores_gemma":[0.9652985,0.009257779,0.001634485,0.003095603,0.01870919,0.002004452],"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":[0.000024585,0.00002156016,0.00003607226,0.004838745,0.00001033996,0.00005095588,0.00006306858,0.0000285974,0.0001151597,0.002049762,0.9233838,0.06937733],"study_design_scores_gemma":[0.00001277622,0.00001143712,0.0002232629,0.002379098,0.00000757325,0.00004555444,0.00008199252,0.000007706992,0.00004680792,0.0006027744,0.9965742,0.000007010326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003802941,0.0948089,0.002093372,0.03508022,0.03615475,0.001691442,0.03985104,0.004308584,0.7856314],"genre_scores_gemma":[0.004298096,0.1312224,0.005524069,0.01863017,0.01375117,0.002371399,0.03079049,0.003172174,0.7902401],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2451773,"threshold_uncertainty_score":0.3497156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3166871375326059,"score_gpt":0.5145202434921808,"score_spread":0.197833105959575,"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."}}