{"id":"W4242775094","doi":"10.21810/sfuer.v2i.334","title":"Editorial","year":2008,"lang":"es","type":"editorial","venue":"SFU Educational Review","topic":"Chaos, Complexity, and Education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology","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":[0.003771022,0.001126963,0.001155129,0.002595824,0.002579944,0.008002874,0.002199039,0.005501268,0.1895722],"category_scores_gemma":[0.02245339,0.0004734766,0.001259947,0.001354362,0.001337829,0.003566074,0.00198009,0.005711158,0.1268316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00250313,"about_ca_system_score_gemma":0.00470875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00186584,"about_ca_topic_score_gemma":0.003382211,"domain_scores_codex":[0.9949485,0.0006369777,0.0004011686,0.00089069,0.002611127,0.0005115021],"domain_scores_gemma":[0.9804319,0.002549776,0.0009556194,0.001559105,0.01173939,0.002764198],"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":[0.00001108034,0.000004730671,0.00003029121,0.00009019943,0.000002423043,0.00004471997,0.00001528036,0.00000748654,0.00004479821,0.0007202767,0.9881693,0.01085937],"study_design_scores_gemma":[0.000004454587,0.000006201195,0.0000824397,0.0001075008,0.000002386589,0.00006007846,0.00002525048,0.000009115019,0.00003319392,0.0002892312,0.9993774,0.000002781027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000157463,0.00978061,0.0003448676,0.06409568,0.8546028,0.00007462697,0.0005687956,0.0003080676,0.07006709],"genre_scores_gemma":[0.004165498,0.0127238,0.0006225261,0.07042573,0.5727768,0.0001256811,0.001164043,0.0004496119,0.3375463],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1895722,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03684312591505237,"score_gpt":0.3486550967261211,"score_spread":0.3118119708110687,"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."}}