{"id":"W2963076492","doi":"10.4018/jncr.2011100103","title":"Trans-Canada Slimeways","year":2011,"lang":"en","type":"article","venue":"International Journal of Natural Computing Research","topic":"Slime Mold and Myxomycetes Research","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Physarum polycephalum; Slime mold; Physarum; Computer science; Protoplasm; Biology; Botany; Cytoplasm","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002937683,0.0007242613,0.0002673757,0.001092567,0.004245325,0.002882565,0.0008642927,0.0008989477,0.146055],"category_scores_gemma":[0.0008305894,0.0003390827,0.0003527612,0.002007971,0.0008656217,0.001020097,0.001268128,0.0009992574,0.02470183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02151497,"about_ca_system_score_gemma":0.04230285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9571809,"about_ca_topic_score_gemma":0.9802925,"domain_scores_codex":[0.9994684,0.00002508141,0.00001102991,0.00009001637,0.0002538877,0.0001514979],"domain_scores_gemma":[0.9983358,0.00004673869,0.00005427753,0.00007229447,0.001182812,0.000308129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005601338,0.000113906,0.02348224,0.0006040421,0.00006715528,0.00143052,0.001753333,0.003358311,0.01602294,0.0753486,0.5805392,0.2967196],"study_design_scores_gemma":[0.00001670213,0.00002551395,0.01057368,0.00007476957,0.00001280686,0.000151724,0.001011422,0.001092484,0.00200864,0.001110142,0.9838921,0.00003004538],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04682266,0.003931822,0.009080516,0.009906111,0.001553872,0.0002238025,0.03280563,0.00210771,0.893568],"genre_scores_gemma":[0.1170662,0.002192391,0.008460622,0.0009454317,0.00005022321,0.00005407288,0.01046364,0.0003673865,0.8604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.146055,"threshold_uncertainty_score":0.4886026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06754047113088774,"score_gpt":0.3303457911759936,"score_spread":0.2628053200451059,"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."}}