{"id":"W4415659648","doi":"10.28924/2291-8639-23-2025-258","title":"Laplace Decomposition Shooting Method for Solving Two-Point Boundary Value Problems","year":2025,"lang":"","type":"article","venue":"International Journal of Analysis and Applications","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adomian decomposition method; Laplace transform; Shooting method; Convergence (economics); Laplace transform applied to differential equations; Boundary value problem; Decomposition method (queueing theory); Nonlinear system; Class (philosophy)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001813128,0.0002994912,0.0007036784,0.001887753,0.0007553597,0.0006304413,0.0005955814,0.0001472049,0.0001413778],"category_scores_gemma":[0.000519936,0.0003078991,0.0009821102,0.001301953,0.0001290514,0.0005267938,0.0001680843,0.0004273573,0.000005462317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005100232,"about_ca_system_score_gemma":0.0004435117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001197099,"about_ca_topic_score_gemma":0.0001974105,"domain_scores_codex":[0.9965349,0.0001718498,0.001934964,0.0004177226,0.0006680192,0.0002725025],"domain_scores_gemma":[0.9923845,0.002478764,0.00176579,0.0003068611,0.002914898,0.0001491771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001616711,0.001585891,0.001098644,0.0001890676,0.02077848,0.00000230116,0.0005115456,0.05283521,0.01082327,0.8588144,0.001954881,0.05124461],"study_design_scores_gemma":[0.002173424,0.0001083543,0.002338241,0.0005659366,0.01453281,0.00007313482,0.0008198007,0.5998954,0.001627488,0.3569113,0.02052549,0.0004286724],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002843137,0.001188332,0.9860564,0.007404923,0.0004937877,0.0007128913,0.0002587139,0.00002091435,0.001020884],"genre_scores_gemma":[0.6636787,0.0007086941,0.3329093,0.0003544766,0.0009442679,0.0002705926,0.0002089586,0.00003394809,0.000891091],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6608356,"threshold_uncertainty_score":0.9999373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090300327922485,"score_gpt":0.4043849961881977,"score_spread":0.3834819929089729,"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."}}