{"id":"W4239651189","doi":"10.12968/prps.2018.sup206.7","title":"Pulling together","year":2018,"lang":"en","type":"article","venue":"Practical Pre-School","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Olds College","funders":"","keywords":"Business","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":[0.002330511,0.002148557,0.0008358542,0.001855538,0.01079267,0.007932509,0.002022045,0.003135927,0.1441049],"category_scores_gemma":[0.008650162,0.001028572,0.00160478,0.0008022793,0.004006667,0.01211361,0.01369753,0.005699316,0.09005776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009999716,"about_ca_system_score_gemma":0.001600301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003387997,"about_ca_topic_score_gemma":0.008706729,"domain_scores_codex":[0.9966468,0.0009250325,0.0001368904,0.0006335515,0.001124572,0.0005332007],"domain_scores_gemma":[0.9960471,0.0005011393,0.0002630681,0.0004279475,0.001052612,0.001708139],"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":[0.0001322442,0.000133478,0.001903593,0.0005511572,0.0000909618,0.001191127,0.0380328,0.0001707633,0.00759287,0.0389607,0.7465081,0.1647323],"study_design_scores_gemma":[0.000008646085,0.00004769231,0.0005890627,0.0002032495,0.00001957809,0.0004089873,0.01341185,0.000131845,0.0008819638,0.005884594,0.9783692,0.00004329421],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01896081,0.006315887,0.08633236,0.07769369,0.04057991,0.0006510679,0.0006124815,0.005288712,0.7635651],"genre_scores_gemma":[0.06007766,0.002488869,0.03286318,0.01626636,0.002065212,0.0003445844,0.0004574002,0.002394136,0.8830426],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8558951,"threshold_uncertainty_score":0.4820789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04273896224293477,"score_gpt":0.3971283402615362,"score_spread":0.3543893780186014,"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."}}