{"id":"W4396895054","doi":"10.4324/9781003372738-7","title":"Working in Offshore Schools","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Marine engineering; Geology; Oceanography; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0008361345,0.0003821549,0.0002015016,0.0005999889,0.007488172,0.005320652,0.000683507,0.001467271,0.02711221],"category_scores_gemma":[0.0007131287,0.0003001478,0.0002954204,0.00106657,0.002655493,0.004199361,0.003728784,0.001836437,0.008505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002673553,"about_ca_system_score_gemma":0.005163938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01242732,"about_ca_topic_score_gemma":0.05448892,"domain_scores_codex":[0.9993619,0.0002163489,0.00002114655,0.00008084191,0.0001634787,0.0001562416],"domain_scores_gemma":[0.9996438,0.00008278821,0.0000244115,0.00003997996,0.00007360359,0.0001353464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001496819,0.00008015813,0.001936502,0.0002563038,0.000003663995,0.0009168364,0.0819483,0.0002917623,0.0008191856,0.5190534,0.2166943,0.1779847],"study_design_scores_gemma":[0.000001553934,0.00001118444,0.000800539,0.0002386796,0.00000149737,0.0002029832,0.02880082,0.00005284787,0.0001277244,0.011732,0.9580253,0.000004752671],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009350339,0.00196248,0.002237785,0.004667758,0.0004762362,0.00003190818,0.00003150956,0.0000453029,0.9811967],"genre_scores_gemma":[0.07671941,0.00630915,0.004015001,0.001603316,0.0001370565,0.00004452857,0.00007320735,0.0001135705,0.9109848],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02711221,"threshold_uncertainty_score":0.09069937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08095354019963846,"score_gpt":0.3704771018267096,"score_spread":0.2895235616270712,"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."}}