{"id":"W4285376819","doi":"10.14325/mississippi/9781496835734.003.0001","title":"Introduction","year":2021,"lang":"en","type":"book-chapter","venue":"University Press of Mississippi eBooks","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conversation; Theme (computing); Psychology; Communication; History; Sociology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003964384,0.0007343566,0.0005554577,0.001175668,0.002040317,0.004239755,0.001436029,0.002183992,0.5037043],"category_scores_gemma":[0.00128392,0.0003010621,0.0004920344,0.001202387,0.0007347742,0.00341562,0.002716008,0.002093125,0.2857725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001882214,"about_ca_system_score_gemma":0.001592498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002669945,"about_ca_topic_score_gemma":0.004821393,"domain_scores_codex":[0.9994404,0.00006545756,0.00002763792,0.0001426679,0.0002537777,0.00007005854],"domain_scores_gemma":[0.999557,0.00007508843,0.00002200504,0.0000608558,0.0001791128,0.0001059926],"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":[0.0000227155,0.0000487538,0.0002087807,0.0002284819,0.000002494425,0.0001529396,0.0007856363,0.00009401306,0.0003699825,0.06714014,0.7584077,0.1725383],"study_design_scores_gemma":[8.087032e-7,0.000004232375,0.00006575808,0.000060307,3.902653e-7,0.00006056925,0.00007930327,0.000008215571,0.00002538912,0.001421802,0.9982717,0.000001502182],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005497034,0.005567743,0.001728906,0.003949367,0.003610804,0.00007747459,0.0008574773,0.0003775765,0.9832808],"genre_scores_gemma":[0.002626168,0.003514405,0.001045044,0.001432736,0.0005771002,0.0000529709,0.000796257,0.0001642485,0.9897911],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4962957,"threshold_uncertainty_score":0.7079055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02073668717254249,"score_gpt":0.2156229814440649,"score_spread":0.1948862942715225,"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."}}