{"id":"W4399650373","doi":"10.32614/cran.package.fda","title":"fda: Functional Data Analysis","year":2003,"lang":"en","type":"dataset","venue":"","topic":"Mental Health Research Topics","field":"Psychology","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.007096909,0.003942827,0.0022829,0.004993473,0.001215277,0.00320769,0.004472728,0.001610377,0.1588499],"category_scores_gemma":[0.02721412,0.001320529,0.003527122,0.003958956,0.0007395578,0.002344793,0.003677061,0.003883693,0.1357298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002044583,"about_ca_system_score_gemma":0.003949325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01014143,"about_ca_topic_score_gemma":0.01692576,"domain_scores_codex":[0.9968975,0.0008218624,0.0004428582,0.0008265605,0.0007299646,0.00028127],"domain_scores_gemma":[0.9913935,0.003922987,0.0005879488,0.001982238,0.001807869,0.0003053928],"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":[0.0001581416,0.00006244243,0.001411737,0.0006015992,0.0001465684,0.00004432013,0.00006555616,0.00101958,0.0002664491,0.001276184,0.9728813,0.02206608],"study_design_scores_gemma":[0.0007626505,0.0001549556,0.01063309,0.0006313395,0.0002215003,0.0002874928,0.00014181,0.01388265,0.00365207,0.01603267,0.9533229,0.0002767558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.001240995,0.000300231,0.02532724,0.0005110336,0.000221643,0.0006229684,0.9149415,0.05244007,0.004394244],"genre_scores_gemma":[0.008444625,0.0003951885,0.07679014,0.0006861881,0.0001116228,0.01018058,0.8751457,0.01879334,0.009452653],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1588499,"threshold_uncertainty_score":0.5314057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4252632335428922,"score_gpt":0.5447923728346303,"score_spread":0.1195291392917381,"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."}}