{"id":"W6922402449","doi":"10.1177/13896911251320705","title":"Editorial: New Ambition, Solving Chess","year":2024,"lang":"en","type":"article","venue":"ICGA Journal","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Technology forecasting; Key (lock)","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":[],"consensus_categories":[],"category_scores_codex":[0.003444699,0.004056549,0.002304817,0.003383504,0.00333266,0.008249367,0.002937317,0.01090842,0.02913903],"category_scores_gemma":[0.0186446,0.0008968064,0.002106721,0.001416396,0.002543399,0.004745632,0.001224786,0.01479614,0.02041109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00329982,"about_ca_system_score_gemma":0.002708258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002015488,"about_ca_topic_score_gemma":0.005092341,"domain_scores_codex":[0.9970176,0.0003855494,0.0003350361,0.0005152531,0.001474334,0.0002721124],"domain_scores_gemma":[0.987061,0.004428113,0.000596552,0.000376978,0.005070162,0.002467238],"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":[0.00002339242,0.000009902585,0.00001936243,0.00009025891,0.000004561685,0.0000348549,0.000008496058,0.00001662229,0.0000269684,0.0002429609,0.9962828,0.003239852],"study_design_scores_gemma":[0.00003123136,0.00002609796,0.0002523412,0.0002482835,0.00001728937,0.0001287351,0.00004517441,0.0000868079,0.0000804449,0.0007542224,0.9983177,0.00001167338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003679383,0.00362841,0.00007460739,0.03256219,0.9613496,0.00001428518,0.00005431303,0.00005242781,0.002227348],"genre_scores_gemma":[0.0004259941,0.003724479,0.00007762124,0.01735405,0.964623,0.00002052657,0.0000464909,0.00003686437,0.01369097],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02913903,"threshold_uncertainty_score":0.09747982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04967985016303551,"score_gpt":0.417905943543266,"score_spread":0.3682260933802305,"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."}}