{"id":"W4413214033","doi":"10.12957/childphilo.2025.89460","title":"may i kindle a light?","year":2025,"lang":"en","type":"article","venue":"childhood & philosophy","topic":"Philosophy, Ethics, and Existentialism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Facilitator; Sustenance; Context (archaeology); Safeguarding; Unrest; Sociology; Politics; Epistemology; Aesthetics; Pedagogy; Psychology; Political science; Social psychology; Philosophy; Law; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001828003,0.0003403322,0.0003884108,0.0002970491,0.0007661331,0.0003008205,0.0005232798,0.0001479347,0.0009089188],"category_scores_gemma":[0.00005494842,0.0003107104,0.0003159377,0.0001138798,0.0003871222,0.0002985809,0.0001597252,0.0005036463,0.001030884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004305147,"about_ca_system_score_gemma":0.0001092016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007943344,"about_ca_topic_score_gemma":0.00005836145,"domain_scores_codex":[0.99827,0.00006832961,0.0004254437,0.0005079644,0.0002999826,0.0004282738],"domain_scores_gemma":[0.998924,0.00005952735,0.0001095425,0.0006442518,0.0001576735,0.0001050021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002000434,0.0003018187,0.0000269356,0.00006456927,0.0001434715,0.00001005372,0.01447427,9.151798e-7,0.00003162778,0.9581911,0.02613929,0.0005959761],"study_design_scores_gemma":[0.0004486793,0.00005432907,0.00012036,0.0001150064,0.00005749477,0.000002064171,0.0001924585,0.00000218665,0.0001701254,0.5158644,0.4827404,0.0002324414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005684574,0.001110578,0.000007805378,0.05937741,0.003242823,0.0002924285,0.00006992239,0.000336358,0.9298781],"genre_scores_gemma":[0.9698759,0.00003944235,0.00003807252,0.01342417,0.005155124,0.00004157638,0.00005039092,0.0000440791,0.01133126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9641913,"threshold_uncertainty_score":0.9999345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03164279884199118,"score_gpt":0.2528811818786512,"score_spread":0.22123838303666,"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."}}