{"id":"W7055413056","doi":"","title":"Conceptualizing school based occupational therapy for Malta: enabling children’s participation in school occupations through collaboration in early years settings","year":2021,"lang":"en","type":"dissertation","venue":"Cork Open Research Archive (University College Cork, Ireland)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Occupational therapy; Maltese; Mainstream; Focus group; Intervention (counseling); Qualitative research; Centrality; Action research","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":[0.0008615102,0.0003151146,0.000497176,0.0008500766,0.0004951071,0.000345981,0.0007397709,0.0003163507,0.0001355294],"category_scores_gemma":[0.000556358,0.000419034,0.0001081321,0.002524665,0.00008484619,0.001094325,0.0001295179,0.0009801722,0.00002970741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008300276,"about_ca_system_score_gemma":0.001759825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00146064,"about_ca_topic_score_gemma":0.02232326,"domain_scores_codex":[0.9970206,0.0005216666,0.0004722188,0.0006913106,0.000567504,0.0007266995],"domain_scores_gemma":[0.9979295,0.0007347831,0.0001525854,0.000396243,0.0005463739,0.000240501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01200941,0.001479725,0.8332388,0.0006906578,0.0005711241,0.0005502547,0.01585924,0.07654615,0.008423928,0.01563513,0.03094467,0.004050841],"study_design_scores_gemma":[0.006389203,0.0002677198,0.8406014,0.0008857056,0.00003106207,0.000001064605,0.009323335,0.1389441,0.0003037775,0.0007559268,0.001828323,0.0006684207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907959,0.0003679811,0.002524475,0.00009800882,0.0002298605,0.003464743,0.001615216,0.00006540043,0.0008384757],"genre_scores_gemma":[0.988886,0.0004454098,0.003540334,0.00005334662,0.0001001363,0.000262215,0.005822729,0.00007499035,0.0008148206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06239794,"threshold_uncertainty_score":0.9998261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0540679004374537,"score_gpt":0.3552678910840421,"score_spread":0.3011999906465884,"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."}}