{"id":"W4416102844","doi":"10.21083/csieci.v16i2.8803","title":"And After Landing Wrong?","year":2025,"lang":"en","type":"article","venue":"Critical Studies in Improvisation / Études critiques en improvisation","topic":"Contemporary Cultural and Social Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ridiculous; Work (physics); Soft landing; Product (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003311316,0.0004354826,0.0004102511,0.0005558414,0.01118074,0.01011755,0.000845322,0.003119282,0.01109894],"category_scores_gemma":[0.01393105,0.0002075557,0.0001987197,0.0005268948,0.01195862,0.008837993,0.002815115,0.009562542,0.004065847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002607662,"about_ca_system_score_gemma":0.002108223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006638392,"about_ca_topic_score_gemma":0.01535283,"domain_scores_codex":[0.9969465,0.001496407,0.00005745207,0.0003986316,0.000720123,0.0003809401],"domain_scores_gemma":[0.995644,0.002157456,0.0002509272,0.0002131166,0.00104961,0.0006849505],"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":[0.00005254117,0.00002922271,0.0007105695,0.00008949733,0.000009630067,0.0002078694,0.04087883,0.00003734239,0.0002777938,0.2744401,0.6472272,0.03603939],"study_design_scores_gemma":[0.000003553314,0.00001752312,0.0003733639,0.0001849664,0.000003171131,0.0001902241,0.03689706,0.0000478078,0.0003161652,0.03457814,0.9273719,0.00001620759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.008424596,0.03769042,0.00357731,0.7259943,0.02860591,0.00001857345,0.0000377779,0.0001210767,0.19553],"genre_scores_gemma":[0.3588648,0.01993912,0.002084924,0.1750274,0.009595148,0.00005379786,0.00005172737,0.0005484595,0.4338346],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01118074,"threshold_uncertainty_score":0.03712958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06445251594277715,"score_gpt":0.4522003528272953,"score_spread":0.3877478368845181,"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."}}