{"id":"W2625767964","doi":"","title":"Breaking the ice: 'The crossing'","year":2014,"lang":"en","type":"article","venue":"Metro Magazine: Media & Education Magazine","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adventure; Traverse; Face (sociological concept); Geography; Visual arts; History; Cartography; Art; Sociology; Art history; Social 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004896413,0.0002508329,0.0002872866,0.000268418,0.003339346,0.000791082,0.0008570077,0.000115812,0.0005450459],"category_scores_gemma":[0.003828541,0.0001566368,0.0001562204,0.001762548,0.001302457,0.0005088769,0.0001166239,0.0003338279,0.002474825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001502023,"about_ca_system_score_gemma":0.0006016108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006411755,"about_ca_topic_score_gemma":0.004651672,"domain_scores_codex":[0.9967827,0.000564793,0.0006402875,0.0002952013,0.001100463,0.0006166041],"domain_scores_gemma":[0.9964096,0.001405335,0.0004784045,0.0006959215,0.0008455143,0.0001652396],"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":[0.00002398456,0.0002115348,0.07184444,0.00009515921,0.0001227071,5.586925e-7,0.1640105,0.00002656485,0.0001990188,0.2028178,0.4254847,0.1351631],"study_design_scores_gemma":[0.0001898923,0.00001361719,0.160615,0.0000287427,0.00004221015,0.000003355957,0.0152857,0.00004430157,0.00000913932,0.002345289,0.8212461,0.0001766259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1708741,0.002375539,0.00303415,0.1411271,0.01759702,0.002055354,0.00001713507,0.0005977688,0.6623218],"genre_scores_gemma":[0.9812279,0.00008694408,0.0006857609,0.002698705,0.003244787,0.000246522,0.00002545159,0.00002612693,0.01175785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8103538,"threshold_uncertainty_score":0.9983019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01786587394651362,"score_gpt":0.3061014003331803,"score_spread":0.2882355263866667,"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."}}