{"id":"W4391727437","doi":"10.1007/978-3-031-17299-1_3440","title":"Forum for Early Child Development Monitoring","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Learning Partnership; University of British Columbia","funders":"","keywords":"Psychology; History","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":[],"consensus_categories":[],"category_scores_codex":[0.004032141,0.0005158591,0.0003202128,0.001822635,0.00146258,0.002305519,0.001193109,0.002138752,0.08636048],"category_scores_gemma":[0.004336924,0.0002477607,0.0002341966,0.001080316,0.0004398981,0.002312355,0.002575807,0.002196292,0.02972455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006095,"about_ca_system_score_gemma":0.003008611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003468523,"about_ca_topic_score_gemma":0.007507873,"domain_scores_codex":[0.998862,0.000359562,0.00003682687,0.00009083316,0.0004943525,0.0001563645],"domain_scores_gemma":[0.997651,0.0005935511,0.0001536597,0.0002022418,0.0007468003,0.0006527105],"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":[0.00002201496,0.0000449315,0.0003949609,0.00004888416,8.291909e-7,0.00004627756,0.0001925457,0.00004069304,0.0001653791,0.01241998,0.7452098,0.2414138],"study_design_scores_gemma":[0.000003231045,0.00001601568,0.001310617,0.000156901,0.000001287414,0.00007727637,0.0001690487,0.00005155778,0.0001187543,0.003074334,0.9950164,0.000004683485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001538713,0.0219532,0.01050497,0.0490602,0.01663073,0.0003152841,0.001919679,0.001009324,0.8970678],"genre_scores_gemma":[0.01211037,0.009873705,0.01276133,0.005465788,0.002784111,0.0004943537,0.001855511,0.0003528112,0.9543021],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08636048,"threshold_uncertainty_score":0.2889046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04880290719035513,"score_gpt":0.3098357145646826,"score_spread":0.2610328073743275,"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."}}