{"id":"W6994159333","doi":"","title":"","year":2024,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Reflection (computer programming); Reflexive pronoun; Period (music)","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":[],"category_scores_codex":[0.002301887,0.000450696,0.0004220383,0.002412569,0.00547543,0.01185517,0.0009315281,0.002025686,0.01826417],"category_scores_gemma":[0.006455866,0.0001329428,0.0002379495,0.005109241,0.01015096,0.008556239,0.005196534,0.002651241,0.007379516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00441851,"about_ca_system_score_gemma":0.004473688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003608241,"about_ca_topic_score_gemma":0.007293039,"domain_scores_codex":[0.9957373,0.001575864,0.0001719021,0.0004389104,0.001750358,0.0003256522],"domain_scores_gemma":[0.9972768,0.0009128091,0.0002689193,0.0004937887,0.0006479549,0.000399692],"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":[0.00001156056,0.00001725392,0.0003827579,0.0002592257,0.00000336961,0.00008059684,0.01085483,0.00002621232,0.0002248487,0.833781,0.07113553,0.0832228],"study_design_scores_gemma":[0.000001244124,0.000005822863,0.0003135922,0.0002039121,0.00000120878,0.0001419986,0.003772797,0.00001722768,0.0001118989,0.03373027,0.9616954,0.000004810563],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004459863,0.02223446,0.007727987,0.02630296,0.002581172,0.00003119462,0.00010991,0.0001627179,0.9363899],"genre_scores_gemma":[0.4486292,0.04158392,0.009137679,0.01715445,0.004603184,0.0002507682,0.0004315849,0.0007549509,0.4774542],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9817358,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1268837636437178,"score_gpt":0.4585624640187494,"score_spread":0.3316787003750317,"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."}}