{"id":"W2903928615","doi":"10.1177/1476718x18818205","title":"Institutional mapping as a tool for resource consultation","year":2018,"lang":"en","type":"article","venue":"Journal of Early Childhood Research","topic":"Family and Disability Support Research","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Resource (disambiguation); Field (mathematics); Service (business); Concept map; Knowledge management; Work (physics); Sociology; Computer science; Business; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07987541,0.001206437,0.00116527,0.0128036,0.01442716,0.01581878,0.006396044,0.004117853,0.0329438],"category_scores_gemma":[0.1213741,0.001169429,0.0009577929,0.01145492,0.01460392,0.02650444,0.03865374,0.005861303,0.005408903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007498633,"about_ca_system_score_gemma":0.02490125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006095161,"about_ca_topic_score_gemma":0.009622717,"domain_scores_codex":[0.8570085,0.1256737,0.00363047,0.003212697,0.007394457,0.003080197],"domain_scores_gemma":[0.8289693,0.1238065,0.004265792,0.02580448,0.01142505,0.005728862],"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":[0.00008141909,0.0001275816,0.001689859,0.000964928,0.00004728725,0.001042674,0.1413309,0.002244113,0.001030353,0.4919212,0.04617029,0.3133493],"study_design_scores_gemma":[0.00003795108,0.00006847906,0.0008175203,0.001744766,0.00002886888,0.000692227,0.1393756,0.003245927,0.001176612,0.272619,0.5800669,0.0001260496],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01565991,0.001560966,0.6355438,0.03767274,0.00142506,0.001188249,0.0004683982,0.003157247,0.3033237],"genre_scores_gemma":[0.4172571,0.001685851,0.5392286,0.003327122,0.0003248333,0.004136594,0.0004627989,0.001639208,0.03193787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07987541,"threshold_uncertainty_score":0.4224266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.105707868036336,"score_gpt":0.4300313977913729,"score_spread":0.3243235297550369,"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."}}