{"id":"W4241613517","doi":"10.4135/9781446212660.n14","title":"Broadening my Horizons: Autuniv-1 to Australia, Canada and Back","year":2005,"lang":"en","type":"book-chapter","venue":"","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"New horizons; Geography; Engineering; Aerospace engineering","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":[0.001054557,0.0006282455,0.0004246755,0.001135864,0.006674388,0.006165537,0.001002473,0.001713872,0.0275759],"category_scores_gemma":[0.001673028,0.0003721913,0.0003045973,0.001881653,0.002458539,0.003598068,0.003594311,0.003195002,0.00495509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03666921,"about_ca_system_score_gemma":0.05823517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9336748,"about_ca_topic_score_gemma":0.9650033,"domain_scores_codex":[0.9992174,0.00006465795,0.00001139291,0.00007263285,0.000225822,0.0004080167],"domain_scores_gemma":[0.9988521,0.0000530963,0.00002478649,0.00004106143,0.0004674354,0.0005614563],"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":[0.00006990574,0.00003073719,0.001544833,0.0001616677,0.000009864511,0.0002143338,0.004802391,0.000285693,0.0004498321,0.0764327,0.7381449,0.1778531],"study_design_scores_gemma":[0.000001946467,0.000004874107,0.001763621,0.0001296096,0.000002306725,0.0000322871,0.001564232,0.00003833749,0.0001074379,0.003268619,0.993077,0.000009878868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01819656,0.09564625,0.002467079,0.1572544,0.01414247,0.0001202986,0.00237017,0.0004623971,0.7093403],"genre_scores_gemma":[0.06002435,0.02061587,0.001783478,0.01376765,0.0005123405,0.00004166085,0.0006385805,0.0003207247,0.9022954],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06632519,"threshold_uncertainty_score":0.266055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03527772069461311,"score_gpt":0.2142515204339975,"score_spread":0.1789737997393844,"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."}}