{"id":"W3213578025","doi":"10.3389/fpsyg.2021.705108","title":"A New Look at Infant Problem-Solving: Using DeepLabCut to Investigate Exploratory Problem-Solving Approaches","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canada Foundation for Innovation; Ontario Research Foundation","keywords":"Task (project management); Imitation; Psychology; Exploratory research; Work (physics); Cognitive psychology; Computer science; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007220663,0.0004994813,0.0007512306,0.0005545647,0.0002275172,0.00007481292,0.0005300544,0.000423446,0.0007919512],"category_scores_gemma":[0.0001205585,0.0005282118,0.0001428608,0.001052929,0.000177066,0.0001688814,0.0004198884,0.0007778836,0.0003456329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003311843,"about_ca_system_score_gemma":0.000388315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008150101,"about_ca_topic_score_gemma":0.0001625071,"domain_scores_codex":[0.9955441,0.0005292207,0.0008549537,0.001623108,0.0002858732,0.001162762],"domain_scores_gemma":[0.998264,0.00006359913,0.0002574275,0.0008448311,0.0000758905,0.0004942355],"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":[0.0007322583,0.0005735396,0.42759,0.0001244083,0.0005172876,0.0009555896,0.05026586,0.000419547,0.008398375,0.003287181,0.4398516,0.06728437],"study_design_scores_gemma":[0.009639012,0.000926509,0.2195553,0.001181677,0.000202886,0.001316182,0.01544458,0.0005014383,0.001864804,0.02804458,0.7176618,0.003661201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7152381,0.01455492,0.1198743,0.008673838,0.01085804,0.002313519,0.00002282059,0.0005764771,0.127888],"genre_scores_gemma":[0.1210256,0.000144428,0.8611879,0.00877363,0.0007202987,0.000191251,0.00007837539,0.0002431375,0.007635368],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7413137,"threshold_uncertainty_score":0.9997169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05701941959399915,"score_gpt":0.2923718679305377,"score_spread":0.2353524483365386,"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."}}