{"id":"W4387021009","doi":"10.1007/978-1-4842-9792-6_3","title":"Essential MySQL Skills","year":2023,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Selkirk College","funders":"","keywords":"Scripting language; Cover (algebra); Computer science; Order (exchange); World Wide Web; Programming language; Engineering; Business","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001363186,0.0003114697,0.000342198,0.0001850204,0.0001182574,0.0002141024,0.001214651,0.0002996579,0.00002853891],"category_scores_gemma":[0.00002115806,0.000304988,0.0002248688,0.00001782765,0.00008502829,0.00005498575,0.0006672948,0.0005718922,0.001289417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001927213,"about_ca_system_score_gemma":0.00009909098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001332461,"about_ca_topic_score_gemma":0.000007453606,"domain_scores_codex":[0.9983439,0.00001793562,0.0002901866,0.0005852549,0.0004458621,0.0003168395],"domain_scores_gemma":[0.9985363,0.0001179564,0.0001892976,0.000951525,0.00008487477,0.0001199985],"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":[0.000001054276,0.000008684556,0.000001283856,0.00003551823,0.00008681782,0.000145439,0.0001709578,0.00004784569,0.00003077144,0.9561487,0.005757723,0.03756518],"study_design_scores_gemma":[0.0002363386,0.00005666351,0.000007957769,0.0003352758,0.00007277492,0.00001769127,0.000002122186,0.004859843,0.0002563109,0.2323133,0.7611393,0.0007025213],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001312476,0.00007659171,0.01259556,0.0004664368,0.00116467,0.0001191997,0.000017408,0.0008641799,0.9846829],"genre_scores_gemma":[0.001211725,0.00002662431,0.002449963,0.0001656454,0.0007120761,0.000004399707,0.00001414333,0.00007436173,0.9953411],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7553815,"threshold_uncertainty_score":0.9999402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382491319603761,"score_gpt":0.2479640195577505,"score_spread":0.2341391063617128,"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."}}