{"id":"W4388285332","doi":"10.12968/nuwa.2023.11.51","title":"All on board","year":2023,"lang":"en","type":"article","venue":"Nursery World","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Point (geometry); Psychology; Focal point; Public relations; Sociology; Political science; Cardinal point; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008057737,0.0009577935,0.00055535,0.0007631308,0.003102574,0.005805116,0.001345859,0.002479814,0.8538584],"category_scores_gemma":[0.005048836,0.0004304502,0.0005698248,0.0005409656,0.0008398692,0.001720772,0.004830934,0.002548676,0.7173855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00185385,"about_ca_system_score_gemma":0.003705774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013842,"about_ca_topic_score_gemma":0.02902499,"domain_scores_codex":[0.9988627,0.0001689648,0.00005513887,0.0001882318,0.0004499618,0.00027494],"domain_scores_gemma":[0.995827,0.0002367111,0.0001707402,0.0004653708,0.001525246,0.001774985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002136278,0.00001233467,0.0001651754,0.00003924199,0.000002036064,0.00006669103,0.00007390456,0.00001379916,0.0001558573,0.001134543,0.9582596,0.0400555],"study_design_scores_gemma":[0.000003576066,0.000004776614,0.0001929618,0.00001629349,0.00000110018,0.00003401839,0.00008548942,0.00000759493,0.00003621059,0.0001545562,0.9994615,0.000001906315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006703119,0.0009380423,0.0006797638,0.01748358,0.01252956,0.0001393465,0.001066634,0.001122378,0.9653704],"genre_scores_gemma":[0.0008391925,0.0001081626,0.00007619999,0.001394782,0.0002690445,0.0000184496,0.0001893884,0.00008810671,0.9970165],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8538584,"threshold_uncertainty_score":0.2084532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05524801896291755,"score_gpt":0.3852321893686891,"score_spread":0.3299841704057715,"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."}}