{"id":"W2404236729","doi":"","title":"Qualitative Behavior Of A Rational Difference Equation.","year":2011,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Intelligent Tutoring Systems and Adaptive Learning","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Pure 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003658108,0.00008906125,0.0001356234,0.00006763106,0.00007385417,0.00002387764,0.0004076891,0.00003774467,0.00003148741],"category_scores_gemma":[0.00008481582,0.00008272322,0.00005054005,0.0001747071,0.00003557235,0.0002198029,0.00008693076,0.00009260092,0.00004232858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002869706,"about_ca_system_score_gemma":0.00005564971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001128349,"about_ca_topic_score_gemma":0.000001002142,"domain_scores_codex":[0.998992,0.0001537399,0.0002552926,0.0001957273,0.0002656594,0.0001376387],"domain_scores_gemma":[0.9991775,0.0001398733,0.0001682254,0.0002447514,0.0002268894,0.00004273656],"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":[0.000002505239,0.00009568,0.002693921,0.000005483047,0.000009537704,0.000002656397,0.01956719,0.000001844359,0.001026357,0.9758923,0.00001702651,0.0006855059],"study_design_scores_gemma":[0.000745367,0.0005955437,0.1027381,0.0001273188,0.00002018713,0.000008602502,0.002420447,0.002494338,0.03876125,0.8510027,0.0005992916,0.0004868829],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7880073,0.00005927891,0.206062,0.00003168946,0.001664222,0.0002029438,0.000001980357,0.00008624034,0.003884359],"genre_scores_gemma":[0.9908781,0.000001060152,0.007621448,0.00001330799,0.00000498438,0.00003088157,0.000001379454,0.000005057869,0.001443757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2028708,"threshold_uncertainty_score":0.3373355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1012227205975618,"score_gpt":0.3168455980099533,"score_spread":0.2156228774123914,"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."}}