{"id":"W4239524496","doi":"10.32920/ryerson.14654841.v1","title":"Launch minds: launch your child's future - a business case","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Face (sociological concept); Public relations; Business; Marketing; Engineering; Political science; Sociology; Social science","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":[0.005006731,0.000577851,0.0003166781,0.001308358,0.005939093,0.005789741,0.001246189,0.004965349,0.01239604],"category_scores_gemma":[0.006858953,0.0004853223,0.0005429442,0.001703793,0.004768947,0.00509546,0.005798443,0.004031153,0.003052182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003750422,"about_ca_system_score_gemma":0.003134745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008260024,"about_ca_topic_score_gemma":0.01646185,"domain_scores_codex":[0.9953997,0.002424257,0.0001059276,0.0002538711,0.0009446159,0.0008716438],"domain_scores_gemma":[0.9931437,0.003109351,0.000324245,0.0002765109,0.0004027075,0.002743529],"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":[0.0005014594,0.002502843,0.07038744,0.0005892041,0.00004815438,0.09623289,0.1004019,0.001624318,0.002285919,0.2923392,0.2606996,0.172387],"study_design_scores_gemma":[0.00009879607,0.000596769,0.01234523,0.0005621733,0.00003420291,0.0547642,0.1779066,0.002385519,0.002281207,0.02497593,0.7239335,0.000115923],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5483907,0.003261055,0.01085502,0.1245951,0.0007542963,0.000340194,0.0007583999,0.0005397962,0.3105054],"genre_scores_gemma":[0.8976931,0.005372606,0.02222899,0.008418869,0.000249367,0.0003305555,0.0005369005,0.0002448677,0.06492481],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01239604,"threshold_uncertainty_score":0.04146886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0258529266630423,"score_gpt":0.2951784612046312,"score_spread":0.2693255345415889,"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."}}