{"id":"W1528999607","doi":"","title":"Environment, Anti-environment, Probes and Clichés: Marshall McLuhan the Explorer, Revisited.","year":2011,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Philosophy","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00135468,0.0002954789,0.0002835876,0.0001840726,0.001843777,0.0001948604,0.0008867866,0.0003062701,0.0002427166],"category_scores_gemma":[0.000419181,0.0002492259,0.0001147953,0.0002996186,0.0001528589,0.0005998508,0.0002521427,0.0004429321,0.00005060839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003767893,"about_ca_system_score_gemma":0.0002825931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002097566,"about_ca_topic_score_gemma":0.0001788687,"domain_scores_codex":[0.9967167,0.0009311766,0.0005161125,0.0005618063,0.0006659434,0.0006082496],"domain_scores_gemma":[0.998017,0.0002670297,0.0003412121,0.0008465804,0.0001022705,0.0004259593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000433377,0.0005440839,0.007658973,0.00004567913,0.00008740308,0.00001011479,0.07889234,0.000003803569,0.0005116966,0.9067507,0.001312295,0.004139523],"study_design_scores_gemma":[0.0003325836,0.00003888749,0.03237721,0.00006139572,0.00006891776,0.00006086707,0.007789717,0.00003214372,0.0002162417,0.00262373,0.9560748,0.0003234614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4484057,0.006500287,0.003483429,0.05212434,0.001693356,0.002910947,0.00005683694,0.0007026648,0.4841225],"genre_scores_gemma":[0.9870652,0.008453951,0.002801254,0.0002601746,0.0005679572,0.0002765778,0.00007448519,0.00003401567,0.0004663689],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9547625,"threshold_uncertainty_score":0.999996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.049591892630702,"score_gpt":0.2634640102528844,"score_spread":0.2138721176221824,"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."}}