{"id":"W2802192574","doi":"10.1007/978-3-319-77182-3_1","title":"Introduction: How Children Propel Development","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Psychological and Educational Research Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Curiosity; Active learning (machine learning); Relation (database); Cognitive science; Cognition; Context (archaeology); Psychology; Cognitive development; Computer science; Artificial intelligence; Social psychology; History; Neuroscience","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":[0.0004355189,0.0004857176,0.0002540525,0.0004922997,0.0007731837,0.002023513,0.0005820814,0.001131485,0.03934343],"category_scores_gemma":[0.0008552835,0.0001942793,0.0002508326,0.0004475141,0.001870322,0.002054649,0.001343656,0.002105099,0.01059251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001280999,"about_ca_system_score_gemma":0.001536991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002637201,"about_ca_topic_score_gemma":0.007508047,"domain_scores_codex":[0.9998239,0.00005302989,0.000007949026,0.00002767596,0.00006140649,0.00002606515],"domain_scores_gemma":[0.9997837,0.0001085193,0.000008551907,0.00001396531,0.00005413922,0.00003118111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001866197,0.00004563054,0.0003888949,0.0004437538,0.000004633115,0.0002069991,0.00431507,0.000205518,0.0007510054,0.3661675,0.3588854,0.2685669],"study_design_scores_gemma":[0.000001457443,0.00000533701,0.0002683825,0.0003412943,0.000001920063,0.000159856,0.0004761734,0.00002299761,0.0001549973,0.02716128,0.9714026,0.000003558285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002211323,0.0379276,0.008291068,0.01734949,0.003162579,0.00005865325,0.0002748083,0.0002647869,0.9304598],"genre_scores_gemma":[0.0270964,0.03803673,0.009387647,0.006439695,0.000856237,0.0001511447,0.0002497723,0.0002820227,0.9175004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03934343,"threshold_uncertainty_score":0.131617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08595163969142429,"score_gpt":0.3496222050487628,"score_spread":0.2636705653573385,"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."}}