{"id":"W2770770264","doi":"10.5296/ijld.v7i4.11956","title":"Increasing the Effectiveness of Early Intervention Practices for Young Children with Visual Impairment","year":2017,"lang":"en","type":"article","venue":"International Journal of Learning and Development","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Intervention (counseling); Psychology; Standardization; Developmental psychology; Grey literature; Visually impaired; Best practice; Medical education; Clinical psychology; Applied psychology; Medicine; MEDLINE; Psychiatry; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.001928475,0.00007162905,0.0001664846,0.00007004525,0.0002472548,0.00005311689,0.00009646105,0.00002563964,0.000004601309],"category_scores_gemma":[0.0007676842,0.00004146755,0.00004777138,0.00001105167,0.0000890184,0.0001539304,0.00006322935,0.000146476,4.474535e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004341314,"about_ca_system_score_gemma":0.00006915959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006520695,"about_ca_topic_score_gemma":0.000002585384,"domain_scores_codex":[0.9992483,0.0001268761,0.0002380273,0.00007372624,0.0002398041,0.00007332642],"domain_scores_gemma":[0.9981976,0.0002956328,0.001031596,0.00003643385,0.000408649,0.00003009079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005703755,0.000293804,0.9842861,0.00004675267,0.001140791,0.00001089517,0.0005791055,0.000004947334,0.0003022401,0.00002085954,0.000003841065,0.007606893],"study_design_scores_gemma":[0.002518392,0.003472922,0.9898989,0.000804578,0.00008299868,0.001258121,0.0003907717,0.00001218293,0.00135071,0.00001865683,0.0001460551,0.00004566404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982424,0.0001381996,0.0009470049,0.0002273569,0.0001788205,0.0001678703,4.573962e-7,0.00000301529,0.00009489933],"genre_scores_gemma":[0.9982662,0.00003411534,0.001514523,0.000006892375,0.00008760808,0.00000732688,0.000003001069,0.000005560562,0.00007474318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007561229,"threshold_uncertainty_score":0.1901709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02667286845329018,"score_gpt":0.402960016888084,"score_spread":0.3762871484347938,"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."}}