{"id":"W4396624189","doi":"10.2174/9789815223767124010004","title":"Dedication","year":2024,"lang":"en","type":"book-chapter","venue":"BENTHAM SCIENCE PUBLISHERS eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas College","funders":"","keywords":"Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002461617,0.0007307595,0.000477623,0.0026429,0.000504744,0.005763385,0.002903026,0.0005020158,0.001585309],"category_scores_gemma":[0.0002327334,0.0006987591,0.0003116603,0.0003216583,0.004024707,0.002533092,0.0009016985,0.001154507,0.02080266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001400519,"about_ca_system_score_gemma":0.002442751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004207278,"about_ca_topic_score_gemma":0.0000519514,"domain_scores_codex":[0.9925733,0.0000123944,0.0007010442,0.002049039,0.0035804,0.001083883],"domain_scores_gemma":[0.9963308,0.00005583126,0.0004715797,0.001672889,0.0006977004,0.000771214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008400847,0.00001101191,0.00000657805,0.00005461766,0.00005089826,0.00003978385,0.0003991325,0.000002052303,0.001041099,0.7828763,0.2000872,0.01542297],"study_design_scores_gemma":[0.0001406525,0.00004547968,0.00002549921,0.0002849922,0.0001279636,0.00004038851,0.00006301338,0.0001241602,0.0003202815,0.1117695,0.8863023,0.0007557481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007448618,0.0003549343,0.00001697804,0.0003697202,0.003051967,0.0007905018,0.000121921,0.001178739,0.9940407],"genre_scores_gemma":[0.01286507,0.000001954204,0.0003020423,0.0002446435,0.0005757946,0.00006864346,0.00008217232,0.0003492686,0.9855104],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6862152,"threshold_uncertainty_score":0.9995463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0264993773903878,"score_gpt":0.2616318669117063,"score_spread":0.2351324895213185,"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."}}