{"id":"W7000449656","doi":"","title":"An exploration of school based occupational therapy in mainstream primary schools, with a focus on \\nhandwriting","year":2014,"lang":"en","type":"dissertation","venue":"Queen Margaret University eTheses Repository","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Handwriting; Mainstream; Occupational therapy; Intervention (counseling); Government (linguistics); Service delivery framework; Focus group","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007114984,0.000235638,0.0003350038,0.000527233,0.0005809115,0.0001108238,0.0003414309,0.0003949231,0.0000347061],"category_scores_gemma":[0.0001978922,0.0002616577,0.00009052624,0.0003761402,0.0001104944,0.0007424746,0.000007115918,0.000488558,0.000004351306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006650504,"about_ca_system_score_gemma":0.002177409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009564587,"about_ca_topic_score_gemma":0.005224429,"domain_scores_codex":[0.9973022,0.0009508362,0.0002963655,0.0004635761,0.0007170656,0.0002699554],"domain_scores_gemma":[0.9982097,0.000345547,0.0004937761,0.0003120917,0.0004834551,0.000155481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02428376,0.006007356,0.6922769,0.001876514,0.0005539453,0.0003350522,0.09070678,0.002587003,0.007755728,0.05969719,0.00345687,0.1104629],"study_design_scores_gemma":[0.006467365,0.003733406,0.5767187,0.009536208,0.0002576584,0.000003027496,0.3742984,0.0002506346,0.01559846,0.001617517,0.008888857,0.002629671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8879329,0.00003001871,0.0001586851,0.0003229812,0.0001941149,0.0005164124,0.0000199947,0.0001184828,0.1107064],"genre_scores_gemma":[0.9952142,0.00007703772,0.0006890052,0.00004880349,0.0003524229,0.000009541047,0.0006390539,0.00003198093,0.002938013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2835917,"threshold_uncertainty_score":0.9999835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03397963279370018,"score_gpt":0.3017557453456919,"score_spread":0.2677761125519917,"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."}}